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IEEE Journal of Biomedical and Health Informatics, Volume 26
Volume 26, Number 1, January 2022
- Huazhu Fu
, Tao Zhou
, Shuo Li
, Alejandro F. Frangi
:
Guest Editorial Generative Adversarial Networks in Biomedical Image Computing. 4-6 - Ruixuan Zhang
, Wenhuan Lu
, Xi Wei, Jialin Zhu, Han Jiang, Zhiqiang Liu, Jie Gao, Xuewei Li
, Jian Yu, Mei Yu
, Ruiguo Yu
:
A Progressive Generative Adversarial Method for Structurally Inadequate Medical Image Data Augmentation. 7-16 - Bo Zhan
, Di Li, Xi Wu
, Jiliu Zhou, Yan Wang
:
Multi-Modal MRI Image Synthesis via GAN With Multi-Scale Gate Mergence. 17-26 - Bo Peng
, Bingzheng Liu
, Yi Bin
, Lili Shen
, Jianjun Lei
:
Multi-Modality MR Image Synthesis via Confidence-Guided Aggregation and Cross-Modality Refinement. 27-35 - Xingyu Gao
, Feng Shi
, Dinggang Shen, Manhua Liu
:
Task-Induced Pyramid and Attention GAN for Multimodal Brain Image Imputation and Classification in Alzheimer's Disease. 36-43 - Yuhao Niu
, Lin Gu
, Yitian Zhao
, Feng Lu
:
Explainable Diabetic Retinopathy Detection and Retinal Image Generation. 44-55 - Yi Zhou
, Boyang Wang, Xiaodong He
, Shanshan Cui, Ling Shao
:
DR-GAN: Conditional Generative Adversarial Network for Fine-Grained Lesion Synthesis on Diabetic Retinopathy Images. 56-66 - Xiuquan Du
, Yueguo Liu:
Constraint-Based Unsupervised Domain Adaptation Network for Multi-Modality Cardiac Image Segmentation. 67-78 - Jun Li, Chaolu Feng
, Xiaozhu Lin, Xiaohua Qian:
Utilizing GCN and Meta-Learning Strategy in Unsupervised Domain Adaptation for Pancreatic Cancer Segmentation. 79-89 - Haijun Lei, Weixin Liu
, Hai Xie
, Benjian Zhao
, Guanghui Yue
, Baiying Lei:
Unsupervised Domain Adaptation Based Image Synthesis and Feature Alignment for Joint Optic Disc and Cup Segmentation. 90-102 - Jun Chen
, Guang Yang
, Habib Khan
, Heye Zhang
, Yanping Zhang, Shu Zhao
, Raad Mohiaddin, Tom Wong
, David N. Firmin, Jennifer Keegan
:
JAS-GAN: Generative Adversarial Network Based Joint Atrium and Scar Segmentations on Unbalanced Atrial Targets. 103-114 - Ziyue Zhang
, Zexuan Ji
, Qiang Chen
, Songtao Yuan
, Wen Fan
:
Joint Optimization of CycleGAN and CNN Classifier for Detection and Localization of Retinal Pathologies on Color Fundus Photographs. 115-126 - Lalith Sharan
, Gabriele Romano
, Sven Koehler
, Halvar Kelm, Matthias Karck, Raffaele De Simone, Sandy Engelhardt
:
Mutually Improved Endoscopic Image Synthesis and Landmark Detection in Unpaired Image-to-Image Translation. 127-138 - Yi Zhou
, Kai Yu
, Meng Wang
, Yuhui Ma
, Yuanyuan Peng
, Zhongyue Chen, Weifang Zhu
, Fei Shi
, Xinjian Chen
:
Speckle Noise Reduction for OCT Images Based on Image Style Transfer and Conditional GAN. 139-150 - Sukun Tian
, Miaohui Wang
, Ning Dai, Haifeng Ma
, Linlin Li, Luca Fiorenza, Yuchun Sun
, Yangmin Li
:
DCPR-GAN: Dental Crown Prosthesis Restoration Using Two-Stage Generative Adversarial Networks. 151-160 - Heekyung Koh
, Tae Young Park, Yong An Chung, Jong-Hwan Lee
, Hyungmin Kim
:
Acoustic Simulation for Transcranial Focused Ultrasound Using GAN-Based Synthetic CT. 161-171 - Yuexiang Li
, Jiawei Chen, Dong Wei
, Yanchun Zhu
, Jianrong Wu
, Junfeng Xiong, Yadong Gang, Wenbo Sun, Haibo Xu
, Tianyi Qian, Kai Ma
, Yefeng Zheng
:
Mix-and-Interpolate: A Training Strategy to Deal With Source-Biased Medical Data. 172-182 - Ronan Doorley
, Alex Berke
, Ariel Noyman, Luis Alonso
, Josep Ribó, Vanesa Arroyo, Marc Pons
, Kent Larson:
Mobility and COVID-19 in Andorra: Country-Scale Analysis of High-Resolution Mobility Patterns and Infection Spread. 183-193 - Qingyun Ren, Bingyin Zhou
, Liang Tian, Wei Guo:
Detection of COVID-19 With CT Images Using Hybrid Complex Shearlet Scattering Networks. 194-205 - Jianbiao Xiao
, Jiahao Liu
, Huanqi Yang
, Qingsong Liu, Ning Wang, Zhen Zhu
, Yulong Chen, Yu Long, Liang Chang
, Liang Zhou
, Jun Zhou
:
ULECGNet: An Ultra-Lightweight End-to-End ECG Classification Neural Network. 206-217 - Jared Leitner
, Po-Han Chiang
, Sujit Dey:
Personalized Blood Pressure Estimation Using Photoplethysmography: A Transfer Learning Approach. 218-228 - Grazia Cicirelli
, Donato Impedovo
, Vincenzo Dentamaro
, Roberto Marani
, Giuseppe Pirlo
, Tiziana D'Orazio
:
Human Gait Analysis in Neurodegenerative Diseases: A Review. 229-242 - Yupeng Tian
, Muammar Kabir, Mohammad Abdizadeh, Behnaz Poursartip, Amin Mahnam
, Presish Bhattachan, Ladan Eskandarian, Milad Alizadeh Meghrazi
, Idir Mellal, Milos R. Popovic
, Milad Lankarany
:
Modeling and Reproducing Textile Sensor Noise: Implications for Textile-Compatible Signal Processing Algorithms. 243-253 - Nicholas J. Cooney
, Atul S. Minhas
:
Humanoid Robot Based Platform to Evaluate the Efficacy of Using Inertial Sensors for Spasticity Assessment in Cerebral Palsy. 254-263 - Sun-Hee Kim
, Hyung-Jeong Yang
, Thi Anh Ngoc Nguyen
, Sunil Kumar Prabhakar
, Seong-Whan Lee
:
WeDea: A New EEG-Based Framework for Emotion Recognition. 264-275 - Yefei Zhang
, Zhidong Zhao
, Yanjun Deng
, Xiaohong Zhang
, Yu Zhang
:
Reconstruction of Missing Samples in Antepartum and Intrapartum FHR Measurements Via Mini-Batch-Based Minimized Sparse Dictionary Learning. 276-288 - Xiao Luan
, Xinyu zheng
, Weisheng Li
, Linghui Liu
, Yucheng Shu
, Yi Guo:
Rubik-Net: Learning Spatial Information via Rotation-Driven Convolutions for Brain Segmentation. 289-300 - Yue Zhou
, Houjin Chen
, Yanfeng Li
, Xuyang Cao, Shu Wang, Dinggang Shen
:
Cross-Model Attention-Guided Tumor Segmentation for 3D Automated Breast Ultrasound (ABUS) Images. 301-311 - Yuchen Yuan
, Lei Zhang
, Lituan Wang
, Haiying Huang:
Multi-Level Attention Network for Retinal Vessel Segmentation. 312-323 - Bruno Silva
, Inês Pessanha
, Jorge Correia-Pinto
, Jaime C. Fonseca
, Sandro F. Queiros
:
Automatic Assessment of Pectus Excavatum Severity From CT Images Using Deep Learning. 324-333 - Bangming Gong, Jing Shi, Xiangmin Han
, Huan Zhang, Yuemin Huang, Liwei Hu, Jun Wang
, Jun Du, Jun Shi
:
Diagnosis of Infantile Hip Dysplasia With B-Mode Ultrasound via Two-Stage Meta-Learning Based Deep Exclusivity Regularized Machine. 334-344 - Xindi Hu
, Limin Wang, Xin Yang
, Xu Zhou
, Wufeng Xue
, Yan Cao, Shengfeng Liu
, Yuhao Huang
, Shuangping Guo, Ning Shang, Dong Ni
, Ning Gu
:
Joint Landmark and Structure Learning for Automatic Evaluation of Developmental Dysplasia of the Hip. 345-358 - Yajie Chen, Dingkang Liang, Xiang Bai
, Yongchao Xu
, Xin Yang
:
Cell Localization and Counting Using Direction Field Map. 359-368 - Lin Deng
, Yuzhong Zhong
, Maoning Wang, Xiujuan Zheng
, Jianwei Zhang
:
Scale-Adaptive Deep Model for Bacterial Raman Spectra Identification. 369-378 - Ying Xiong
, Weihua Peng, Qingcai Chen
, Zhengxing Huang
, Buzhou Tang
:
A Unified Machine Reading Comprehension Framework for Cohort Selection. 379-387 - Julian Theis
, William L. Galanter, Andrew D. Boyd, Houshang Darabi
:
Improving the In-Hospital Mortality Prediction of Diabetes ICU Patients Using a Process Mining/Deep Learning Architecture. 388-399 - Cristhyne León
, Sandie Cabon
, Hugues Patural
, Géraldine Gascoin, Cyril Flamant, Jean-Michel Roué, Géraldine Favrais, Alain Beuchée
, Patrick Pladys
, Guy Carrault
:
Evaluation of Maturation in Preterm Infants Through an Ensemble Machine Learning Algorithm Using Physiological Signals. 400-410 - Jie Chen
, Yingru Chen, Jianqiang Li
, Jia Wang
, Zijie Lin, Asoke K. Nandi
:
Stroke Risk Prediction With Hybrid Deep Transfer Learning Framework. 411-422 - Zina M. Ibrahim
, Daniel Bean
, Thomas Searle
, Linglong Qian
, Honghan Wu
, Anthony Shek
, Zeljko Kraljevic, James Galloway
, Sam Norton
, James T. Teo
, Richard J. B. Dobson
:
A Knowledge Distillation Ensemble Framework for Predicting Short- and Long-Term Hospitalization Outcomes From Electronic Health Records Data. 423-435 - John Daniels
, Pau Herrero
, Pantelis Georgiou
:
A Multitask Learning Approach to Personalized Blood Glucose Prediction. 436-445 - Yulian Ding, Xiujuan Lei
, Bo Liao
, Fang-Xiang Wu
:
Predicting miRNA-Disease Associations Based On Multi-View Variational Graph Auto-Encoder With Matrix Factorization. 446-457 - Chuan-Yuan Wang
, Ying-Lian Gao
, Xiang-Zhen Kong
, Jin-Xing Liu
, Chun-Hou Zheng
:
Unsupervised Cluster Analysis and Gene Marker Extraction of scRNA-seq Data Based On Non-Negative Matrix Factorization. 458-467 - Avishek Choudhury
, Onur Asan
, Turki Alelyani
:
Exploring the Role of the Internet, Care Quality and Communication in Shaping Mental Health: Analysis of the Health Information National Trends Survey. 468-477 - Wanyi Fu
, Shobhit Sharma, Ehsan Abadi
, Alexandros-Stavros Iliopoulos
, Qi Wang, Joseph Y. Lo, Xiaobai Sun, William Paul Segars
, Ehsan Samei
:
Corrections to "iPhantom: A Framework for Automated Creation of Individualized Computational Phantoms and its Application to CT Organ Dosimetry". 478
Volume 26, Number 2, February 2022
- Xiaofang Xia
, Yang Liu, Bo Yang
, Yingfan Liu, Jiangtao Cui
, Yinlong Zhang:
An Expectation Maximization Based Adaptive Group Testing Method for Improving Efficiency and Sensitivity of Large-Scale Screening of COVID-19. 482-493 - Cyprian Mataczynski
, Agnieszka Kazimierska
, Agnieszka Uryga
, Malgorzata Burzynska
, Andrzej Rusiecki
, Magdalena Kasprowicz
:
End-to-End Automatic Morphological Classification of Intracranial Pressure Pulse Waveforms Using Deep Learning. 494-504 - Maksym Gaiduk
, Juan José Perea, Ralf Seepold
, Natividad Martínez Madrid
, Thomas Penzel
, Martin Glos
, Juan Antonio Ortega
:
Estimation of Sleep Stages Analyzing Respiratory and Movement Signals. 505-514 - MohammadReza Mohebbian
, Seyed Shahim Vedaei
, Khan A. Wahid
, Anh Dinh, Hamid Reza Marateb
, Kouhyar Tavakolian:
Fetal ECG Extraction From Maternal ECG Using Attention-Based CycleGAN. 515-526 - Theekshana Dissanayake
, Tharindu Fernando
, Simon Denman
, Sridha Sridharan
, Clinton Fookes
:
Geometric Deep Learning for Subject Independent Epileptic Seizure Prediction Using Scalp EEG Signals. 527-538 - María Dolores Peláez-Coca
, Alberto Hernando
, Jesús Lázaro
, Eduardo Gil
:
Impact of the PPG Sampling Rate in the Pulse Rate Variability Indices Evaluating Several Fiducial Points in Different Pulse Waveforms. 539-549 - Minsoo Yeo
, Hoonsuk Byun, Jiyeon Lee
, Jungick Byun
, Hak-Young Rhee
, Wonchul Shin
, Heenam Yoon
:
Respiratory Event Detection During Sleep Using Electrocardiogram and Respiratory Related Signals: Using Polysomnogram and Patch-Type Wearable Device Data. 550-560 - Marco Di Rienzo
, Alberto Avolio
, Giovannibattista Rizzo, Zeynep Melike Isilay, Luisa Cucugliato:
Multi-Site Pulse Transit Times, Beat-to-Beat Blood Pressure, and Isovolumic Contraction Time at Rest and Under Stressors. 561-571 - Teeranan Pokaprakarn
, Rebecca Kitzmiller
, J. Randall Moorman, Douglas E. Lake, Ashok Kumar Krishnamurthy, Michael R. Kosorok
:
Sequence to Sequence ECG Cardiac Rhythm Classification Using Convolutional Recurrent Neural Networks. 572-580 - Jae Sang Heo
, Rahim Soleymanpour
, Jessica Lam
, Daniel Goldberg, Edward Large, Sung Kyu Park
, Insoo Kim
:
Wide-Range Motion Recognition Through Insole Sensor Using Multi-Walled Carbon Nanotubes and Polydimethylsiloxane Composites. 581-588 - Yi Yang
, Qiang Gao
, Yu Song
, Xiaolin Song, Zemin Mao, Junjie Liu
:
Investigating of Deaf Emotion Cognition Pattern By EEG and Facial Expression Combination. 589-599 - Junfeng Gao
, Lingyun Gu, Xiangde Min
, Pan Lin
, Chenhong Li, Quan Zhang
, Nini Rao
:
Brain Fingerprinting and Lie Detection: A Study of Dynamic Functional Connectivity Patterns of Deception Using EEG Phase Synchrony Analysis. 600-613 - Yue Zhang
, Chengtao Peng
, Liying Peng, Yingying Xu
, Lanfen Lin
, Ruofeng Tong
, Zhiyi Peng, Xiongwei Mao, Hongjie Hu, Yen-Wei Chen
, Jingsong Li
:
DeepRecS: From RECIST Diameters to Precise Liver Tumor Segmentation. 614-625 - Yingxue Xu
, Guihua Wen
, Pei Yang
, Baochao Fan, Yang Hu
, Mingnan Luo, Changjun Wang:
Task-Coupling Elastic Learning for Physical Sign-Based Medical Image Classification. 626-637 - Zhizhe Liu
, Zhenfeng Zhu
, Shuai Zheng
, Yang Liu, Jiayu Zhou
, Yao Zhao
:
Margin Preserving Self-Paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation. 638-647 - Changqing Yang
, Xinxin Zhou, Weifang Zhu
, Dehui Xiang
, Zhongyue Chen, Jin Yuan, Xinjian Chen
, Fei Shi
:
Multi-Discriminator Adversarial Convolutional Network for Nerve Fiber Segmentation in Confocal Corneal Microscopy Images. 648-659 - Luca Tomasetti
, Liv Jorunn Høllesli
, Kjersti Engan
, Kathinka Dæhli Kurz
, Martin Wilhelm Kurz, Mahdieh Khanmohammadi
:
Machine Learning Algorithms Versus Thresholding to Segment Ischemic Regions in Patients With Acute Ischemic Stroke. 660-672 - Jianhong Cheng
, Min Gao, Jin Liu
, Hailin Yue
, Hulin Kuang
, Jun Liu
, Jianxin Wang
:
Multimodal Disentangled Variational Autoencoder With Game Theoretic Interpretability for Glioma Grading. 673-684 - Rui Li
, Qi Jiang
:
A Photogrammetric Method for the Measurement of Three-Dimensional Cervical Range of Motion. 685-695 - Suil Jeon, Kyoung Min Lee, Seungbum Koo
:
Anomalous Gait Feature Classification From 3-D Motion Capture Data. 696-703 - Yanan Shao
, Hoda S. Hashemi
, Paula Gordon
, Linda Warren, Z. Jane Wang, Robert Rohling
, Septimiu E. Salcudean
:
Breast Cancer Detection Using Multimodal Time Series Features From Ultrasound Shear Wave Absolute Vibro-Elastography. 704-714 - Huiying Wen
, Wei Zheng, Min Li, Qing Li, Qiang Liu, Jianhua Zhou, Zhong Liu
, Xin Chen
:
Multiparametric Quantitative US Examination of Liver Fibrosis: A Feature-Engineering and Machine-Learning Based Analysis. 715-726 - Rui Zhu
, Xiongfei Li, Xiaoli Zhang
, Jing Wang:
HID: The Hybrid Image Decomposition Model for MRI and CT Fusion. 727-739 - Charmaine Chia, Matteo Sesia
, Chi-Sing Ho, Stefanie S. Jeffrey, Jennifer A. Dionne
, Emmanuel J. Candès, Roger T. Howe
:
Interpretable Classification of Bacterial Raman Spectra With Knockoff Wavelets. 740-748 - Yuzhou Zhuang
, Hong Liu, Enmin Song, Guangzhi Ma, Xiangyang Xu, Chih-Cheng Hung
:
APRNet: A 3D Anisotropic Pyramidal Reversible Network With Multi-Modal Cross-Dimension Attention for Brain Tissue Segmentation in MR Images. 749-761 - Hongxu Yang
, Caifeng Shan
, R. Arthur Bouwman
, Lukas R. C. Dekker
, Alexander F. Kolen
, Peter H. N. de With
:
Medical Instrument Segmentation in 3D US by Hybrid Constrained Semi-Supervised Learning. 762-773 - Yuqiang Zhang
, Min Liu
, Fuhao Yu
, Tieyong Zeng
, Yaonan Wang
:
An O-Shape Neural Network With Attention Modules to Detect Junctions in Biomedical Images Without Segmentation. 774-785 - Jian-Wei Zhang
, Wei Chen, K. Ina Ly, Xubin Zhang, Fan Yan, Justin Jordan
, Gordon J. Harris
, Scott Plotkin, Pengyi Hao
, Wenli Cai
:
DINs: Deep Interactive Networks for Neurofibroma Segmentation in Neurofibromatosis Type 1 on Whole-Body MRI. 786-797 - Pascal Lu
, Olivier Colliot
:
Multilevel Survival Modeling With Structured Penalties for Disease Prediction From Imaging Genetics Data. 798-808 - Breanna P. Swan
, Maria E. Mayorga
, Julie S. Ivy:
The SMART Framework: Selection of Machine Learning Algorithms With ReplicaTions - A Case Study on the Microvascular Complications of Diabetes. 809-817 - Niamh McCombe
, Shuo Liu, Xuemei Ding
, Girijesh Prasad
, Magda Bucholc
, David P. Finn, Stephen Todd
, Paula L. McClean, KongFatt Wong-Lin
:
Practical Strategies for Extreme Missing Data Imputation in Dementia Diagnosis. 818-827 - Yu Fu
, Peng Xue
, Meirong Ren, Enqing Dong
:
Harmony Loss for Unbalanced Prediction. 828-839 - Yuzhen Zhang
, Cheng Xie
, Ling Xue, Yanyun Tao
, Guoqi Yue, Bin Jiang:
A Post-Hoc Interpretable Ensemble Model to Feature Effect Analysis in Warfarin Dose Prediction for Chinese Patients. 840-851 - Lei Cao
, Huijun Zhang
, Ningyun Li
, Xin Wang, Wisong Ri, Ling Feng
:
Category-Aware Chronic Stress Detection on Microblogs. 852-864 - Wanqing Xie, Lizhong Liang, Yao Lu, Chen Wang, Jihong Shen, Hui Luo, Xiaofeng Liu
:
Interpreting Depression From Question-Wise Long-Term Video Recording of SDS Evaluation. 865-875 - Zekai Wang
, Bing Yao
:
Multi-Branching Temporal Convolutional Network for Sepsis Prediction. 876-887 - Leixin Nie
, Chao Li, Franck Marzani
, Haibin Wang, François Thibouw, Alexis Bozorg Grayeli
:
Classification of Wideband Tympanometry by Deep Transfer Learning With Data Augmentation for Automatic Diagnosis of Otosclerosis. 888-897 - Saleh Baghersalimi
, Tomás Teijeiro
, David Atienza
, Amir Aminifar
:
Personalized Real-Time Federated Learning for Epileptic Seizure Detection. 898-909 - Xue Hu
, Ferdinando Rodriguez y Baena
, Fabrizio Cutolo
:
Head-Mounted Augmented Reality Platform for Markerless Orthopaedic Navigation. 910-921 - Seungwon Jung
, Jaeuk Moon
, Sungwoo Park
, Eenjun Hwang
:
Self-Attention-Based Deep Learning Network for Regional Influenza Forecasting. 922-933
Volume 26, Number 3, March 2022
- Shaohua Wan
, Michele Nappi
, Chen Chen, Stefano Berretti
:
Guest Editorial Emerging IoT-Driven Smart Health: From Cloud to Edge. 937-938 - Xiao Zhang
, Hongzheng Yu, Yang Yang, Jingjing Gu
, Yujun Li
, Fuzhen Zhuang
, Dongxiao Yu
, Zhaochun Ren
:
HarMI: Human Activity Recognition Via Multi-Modality Incremental Learning. 939-951 - Peiqi Kang
, Jinxuan Li
, Bingfei Fan
, Shuo Jiang
, Peter B. Shull
:
Wrist-Worn Hand Gesture Recognition While Walking via Transfer Learning. 952-961 - Luigi Di Biasi
, Alessia Auriemma Citarella
, Michele Risi
, Genoveffa Tortora
:
A Cloud Approach for Melanoma Detection Based on Deep Learning Networks. 962-972 - Priyan Malarvizhi Kumar
, Choong Seon Hong
, Fatemeh Afghah
, Gunasekaran Manogaran, Keping Yu
, Qiaozhi Hua
, Jiechao Gao
:
Clouds Proportionate Medical Data Stream Analytics for Internet of Things-Based Healthcare Systems. 973-982 - Ardhendu Sekhar
, Soumen Biswas
, Ranjay Hazra
, Arun Kumar Sunaniya
, Amrit Mukherjee
, Lixia Yang
:
Brain Tumor Classification Using Fine-Tuned GoogLeNet Features and Machine Learning Algorithms: IoMT Enabled CAD System. 983-991 - Dominik Klepl
, Fei He
, Min Wu
, Matteo De Marco
, Daniel J. Blackburn
, Ptolemaios G. Sarrigiannis
:
Characterising Alzheimer's Disease With EEG-Based Energy Landscape Analysis. 992-1000 - Mohammad Shahbakhti
, Matin Beiramvand
, Izabela Rejer, Piotr Augustyniak
, Anna Broniec-Wójcik
, Michal Wierzchon
, Vaidotas Marozas
:
Simultaneous Eye Blink Characterization and Elimination From Low-Channel Prefrontal EEG Signals Enhances Driver Drowsiness Detection. 1001-1012 - Domenico Minici
, Guglielmo Cola
, Antonella Giordano, Silvana Antoci, Elena Girardi, Mauro Di Bari
, Marco Avvenuti
:
Towards Automated Assessment of Frailty Status Using a Wrist-Worn Device. 1013-1022 - Amir Hossein Ansari
, Kirubin Pillay
, Anneleen Dereymaeker, Katrien Jansen, Sabine Van Huffel
, Gunnar Naulaers
, Maarten De Vos
:
A Deep Shared Multi-Scale Inception Network Enables Accurate Neonatal Quiet Sleep Detection With Limited EEG Channels. 1023-1033 - Xiao Gu
, Yao Guo
, Guang-Zhong Yang
, Benny Lo
:
Cross-Domain Self-Supervised Complete Geometric Representation Learning for Real-Scanned Point Cloud Based Pathological Gait Analysis. 1034-1044 - Kosuke Fukumori
, Noboru Yoshida
, Hidenori Sugano, Madoka Nakajima, Toshihisa Tanaka
:
Epileptic Spike Detection Using Neural Networks With Linear-Phase Convolutions. 1045-1056 - Rong Tao
, Shulin Zhang
, Yuexia Wang, Xianqiang Mi, Jian Ma, Chengxing Shen, Guoyan Zheng
:
MCG-Net: End-to-End Fine-Grained Delineation and Diagnostic Classification of Cardiac Events From Magnetocardiographs. 1057-1067 - Ashirbad Pradhan
, Jiayuan He
, Ning Jiang
:
Score, Rank, and Decision-Level Fusion Strategies of Multicode Electromyogram-Based Verification and Identification Biometrics. 1068-1079 - Yangqin Feng
, Xinxing Xu
, Yan Wang, Xiaofeng Lei
, Soo Kng Teo, Jordan Zheng Ting Sim
, Yonghan Ting, Liangli Zhen
, Joey Tianyi Zhou, Yong Liu, Cher Heng Tan:
Deep Supervised Domain Adaptation for Pneumonia Diagnosis From Chest X-Ray Images. 1080-1090 - Qing Liu
, Haotian Liu
, Yang Zhao, Yixiong Liang
:
Dual-Branch Network With Dual-Sampling Modulated Dice Loss for Hard Exudate Segmentation in Color Fundus Images. 1091-1102 - Huan Lao
, Xuejun Zhang:
Regression and Classification of Alzheimer's Disease Diagnosis Using NMF-TDNet Features From 3D Brain MR Image. 1103-1115 - Meng Wang
, Huiyan Jiang
, Tianyu Shi
, Yu-Dong Yao
:
HD-RDS-UNet: Leveraging Spatial-Temporal Correlation Between the Decoder Feature Maps for Lymphoma Segmentation. 1116-1127 - Xiaofeng Liu
, Fangxu Xing
, Chao Yang
, Chung-Chieh Jay Kuo
, Suma Babu
, Georges El Fakhri
, Thomas Jenkins, Jonghye Woo
:
VoxelHop: Successive Subspace Learning for ALS Disease Classification Using Structural MRI. 1128-1139 - Xiangyu Li
, Gongning Luo
, Wei Wang, Kuanquan Wang
, Yue Gao, Shuo Li
:
Hematoma Expansion Context Guided Intracranial Hemorrhage Segmentation and Uncertainty Estimation. 1140-1151 - Trinh Thi Le Vuong
, Boram Song
, Kyungeun Kim, Yong M. Cho, Jin Tae Kwak
:
Multi-Scale Binary Pattern Encoding Network for Cancer Classification in Pathology Images. 1152-1163 - Zhao Yin
, Victor Geraedts
, Ziqi Wang
, Maria Fiorella Contarino
, Hamdi Dibeklioglu
, Jan van Gemert
:
Assessment of Parkinson's Disease Severity From Videos Using Deep Architectures. 1164-1176 - Yuting He, Tiantian Li, Rongjun Ge, Jian Yang
, Youyong Kong
, Jian Zhu, Huazhong Shu
, Guanyu Yang
, Shuo Li
:
Few-Shot Learning for Deformable Medical Image Registration With Perception-Correspondence Decoupling and Reverse Teaching. 1177-1187 - Vassilis Tsafas
, Iason Oikonomidis
, Evangelia Gavgiotaki, Eleftheria Tzamali
, Georgios Tzedakis
, Costas Fotakis
, Irene Athanassakis
, George Filippidis
:
Application of a Deep-Learning Technique to Non-Linear Images From Human Tissue Biopsies for Shedding New Light on Breast Cancer Diagnosis. 1188-1195 - Zhanlan Chen
, Xiuying Wang
, Jing Huang, Jie Lu, Jiangbin Zheng:
Deep Attention and Graphical Neural Network for Multiple Sclerosis Lesion Segmentation From MR Imaging Sequences. 1196-1207 - Chao Chen
, Zhihong Chen, Xinyu Jin, Lanjuan Li, William Speier
, Corey W. Arnold
:
Attention-Guided Discriminative Region Localization and Label Distribution Learning for Bone Age Assessment. 1208-1218 - Junzhong Ji
, Zhihui Chen
, Cuicui Yang
:
Convolutional Neural Network With Sparse Strategies to Classify Dynamic Functional Connectivity. 1219-1228 - Xiaohui Du
, Xiangzhou Wang
, Guangming Ni
, Jing Zhang, Ruqian Hao
, Jiaxi Zhao, Xudong Wang, Juanxiu Liu, Lin Liu:
SDoF-Net: Super Depth of Field Network for Cell Detection in Leucorrhea Micrograph. 1229-1238 - Yifan Wang
, Zhaori Bi
, Yuxue Xie, Tao Wu, Xuan Zeng
, Shuang Chen, Dian Zhou
:
Learning From Highly Confident Samples for Automatic Knee Osteoarthritis Severity Assessment: Data From the Osteoarthritis Initiative. 1239-1250 - Ruikun Li
, Yi-Jie Huang
, Huai Chen
, Xiaoqing Liu, Yizhou Yu
, Dahong Qian
, Lisheng Wang
:
3D Graph-Connectivity Constrained Network for Hepatic Vessel Segmentation. 1251-1262 - Kechen Shu
, Shitong Mao
, James L. Coyle
, Ervin Sejdic
:
Improving Non-Invasive Aspiration Detection With Auxiliary Classifier Wasserstein Generative Adversarial Networks. 1263-1272 - Chae Hwa Yoo
, Hyang Woon Lee
, Je-Won Kang
:
Transferring Structured Knowledge in Unsupervised Domain Adaptation of a Sleep Staging Network. 1273-1284 - Alan David Kaplan
, Qi Cheng
, K. Aditya Mohan
, Lindsay D. Nelson, Sonia Jain
, Harvey Levin, Abel Torres-Espin
, Austin Chou
, J. Russell Huie, Adam R. Ferguson
, Michael A. McCrea, Joseph Giacino
, Shivshankar Sundaram, Amy J. Markowitz, Geoffrey T. Manley:
Mixture Model Framework for Traumatic Brain Injury Prognosis Using Heterogeneous Clinical and Outcome Data. 1285-1296 - Laura Symul
, Susan P. Holmes
:
Labeling Self-Tracked Menstrual Health Records With Hidden Semi-Markov Models. 1297-1308 - Olutomilayo Olayemi Petinrin
, Xiangtao Li
, Ka-Chun Wong
:
Particle Swarm Optimized Gaussian Process Classifier for Treatment Discontinuation Prediction in Multicohort Metastatic Castration-Resistant Prostate Cancer Patients. 1309-1317 - Eunji Kim, Seonghwan Park
, Seunghyeon Hwang, Inkyu Moon
, Bahram Javidi
:
Deep Learning-Based Phenotypic Assessment of Red Cell Storage Lesions for Safe Transfusions. 1318-1328 - Danit Itzkovich, Yarden Sharon
, Anthony M. Jarc, Yael Refaely, Ilana Nisky
:
Generalization of Deep Learning Gesture Classification in Robotic-Assisted Surgical Data: From Dry Lab to Clinical-Like Data. 1329-1340 - Zhengguang Li
, Heng Chen
, Ruihua Qi, Hongfei Lin
, Huayue Chen
:
DocR-BERT: Document-Level R-BERT for Chemical-Induced Disease Relation Extraction via Gaussian Probability Distribution. 1341-1352 - Tommy Peng
, Avinash Malik
, Laura R. Bear
, Mark L. Trew
:
Impulse Data Models for the Inverse Problem of Electrocardiography. 1353-1361 - Yiming Xu
, Xiaohong Liu, Liyan Pan, Xiaojian Mao, Huiying Liang, Guangyu Wang, Ting Chen
:
Explainable Dynamic Multimodal Variational Autoencoder for the Prediction of Patients With Suspected Central Precocious Puberty. 1362-1373 - Alberto Blanco
, Alicia Pérez
, Arantza Casillas
:
Exploiting ICD Hierarchy for Classification of EHRs in Spanish Through Multi-Task Transformers. 1374-1383 - Wei Peng
, Tielin Chen, Wei Dai:
Predicting Drug Response Based on Multi-Omics Fusion and Graph Convolution. 1384-1393 - Wei Zhang
, Xiaoli Xue, Xiaoying Zheng
, Zizhu Fan:
NMFLRR: Clustering scRNA-Seq Data by Integrating Nonnegative Matrix Factorization With Low Rank Representation. 1394-1405
Volume 26, Number 4, April 2022
- Sabah Mohammed
, Tai-Hoon Kim
, Ruay-Shiung Chang
, Carlos Ramos:
Guest Editorial: Data Analytics for Public Health Care. 1409-1410 - Tingting Chen
, Xuechen Liu, Ruiwei Feng
, Wenzhe Wang
, Chunnv Yuan, Weiguo Lu, Haizhen He, Honghao Gao
, Haochao Ying
, Danny Z. Chen
, Jian Wu:
Discriminative Cervical Lesion Detection in Colposcopic Images With Global Class Activation and Local Bin Excitation. 1411-1421 - Yuanda Zhu
, Ying Sha
, Hang Wu, Mai Li, Ryan A. Hoffman
, May D. Wang
:
Proposing Causal Sequence of Death by Neural Machine Translation in Public Health Informatics. 1422-1431 - Iman Beheshti
, M. A. Ganaie
, Vardhan Paliwal
, Aryan Rastogi
, Imran Razzak
, Muhammad Tanveer
:
Predicting Brain Age Using Machine Learning Algorithms: A Comprehensive Evaluation. 1432-1440 - Antonio Gómez Expósito
, José Antonio Rosendo-Macías
, Miguel A. González-Cagigal
:
Monitoring and Tracking the Evolution of a Viral Epidemic Through Nonlinear Kalman Filtering: Application to the COVID-19 Case. 1441-1452 - Muhammad Tanveer
, Ashraf Haroon Rashid, M. A. Ganaie
, Motahar Reza
, Imran Razzak
, Kai-Lung Hua
:
Classification of Alzheimer's Disease Using Ensemble of Deep Neural Networks Trained Through Transfer Learning. 1453-1463 - R. Elakkiya
, V. Subramaniyaswamy
, V. Vijayakumar, Aniket Mahanti
:
Cervical Cancer Diagnostics Healthcare System Using Hybrid Object Detection Adversarial Networks. 1464-1471 - Yi Feng
, Xianglin Wang
, Juan Zhang
:
A Heterogeneous Ensemble Learning Method For Neuroblastoma Survival Prediction. 1472-1483 - Yibo Feng
, Xu Yang
, Dawei Qiu, Huan Zhang
, Dejian Wei
, Jing Liu
:
PCXRNet: Pneumonia Diagnosis From Chest X-Ray Images Using Condense Attention Block and Multiconvolution Attention Block. 1484-1495 - Abhinav Dhere
, Jayanthi Sivaswamy:
COVID Detection From Chest X-Ray Images Using Multi-Scale Attention. 1496-1505 - Chia-Feng Juang
, Guan-Ren Pan, Chih-Yu Wen
, Kai-Ming Chang, Ming-Feng Wu
, Wei-Chang Huang
:
A Fuzzy Neural Network Model for Rapid Prediction of Optimal Positive Airway Pressures in OSAS Patients. 1506-1515 - Ali Akbari
, Jonathan Martinez
, Roozbeh Jafari
:
A Meta-Learning Approach for Fast Personalization of Modality Translation Models in Wearable Physiological Sensing. 1516-1527 - Pulkit Sharma
, Farah E. Shamout
, Vinayak Abrol
, David A. Clifton:
Data Pre-Processing Using Neural Processes for Modeling Personalized Vital-Sign Time-Series Data. 1528-1537 - Pedro Marinho R. de Oliveira
, José Henrique de Morais Goulart
, Carlos Alexandre R. Fernandes
, Vicente Zarzoso
:
Blind Source Separation in Persistent Atrial Fibrillation Electrocardiograms Using Block-Term Tensor Decomposition With Löwner Constraints. 1538-1548 - Jingyi Zheng
, Mingli Liang
, Sujata Sinha, Linqiang Ge
, Wei Yu
, Arne D. Ekstrom
, Fushing Hsieh:
Time-Frequency Analysis of Scalp EEG With Hilbert-Huang Transform and Deep Learning. 1549-1559 - Narayan Schütz
, Angela Botros
, Sami Ben Hassen, Hugo Saner
, Philipp Buluschek
, Prabitha Urwyler, Bruno Pais
, Valérie Santschi
, Daniel Gatica-Perez
, René M. Müri
, Tobias Nef
:
A Sensor-Driven Visit Detection System in Older Adults' Homes: Towards Digital Late-Life Depression Marker Extraction. 1560-1569 - Yi Ding
, Wei Zheng, Ji Geng, Zhen Qin
, Kim-Kwang Raymond Choo
, Zhiguang Qin
, Xiaolin Hou:
MVFusFra: A Multi-View Dynamic Fusion Framework for Multimodal Brain Tumor Segmentation. 1570-1581 - Jintao Lu
, Xi Ouyang
, Xueda Shen
, Tianjiao Liu, Zhiming Cui, Qian Wang
, Dinggang Shen
:
GAN-Guided Deformable Attention Network for Identifying Thyroid Nodules in Ultrasound Images. 1582-1590 - Zeyu Fu
, Jianbo Jiao
, Michael Suttie
, J. Alison Noble
:
Facial Anatomical Landmark Detection Using Regularized Transfer Learning With Application to Fetal Alcohol Syndrome Recognition. 1591-1601 - Zhengdong Wang
, Biao Jie
, Chunxiang Feng, Taochun Wang, Weixin Bian
, Xintao Ding, Wen Zhou, Mingxia Liu
:
Distribution-Guided Network Thresholding for Functional Connectivity Analysis in fMRI-Based Brain Disorder Identification. 1602-1613 - Paria Jeihouni, Omid Dehzangi
, Annahita Amireskandari, Ali Rezai, Nasser M. Nasrabadi
:
MultiSDGAN: Translation of OCT Images to Superresolved Segmentation Labels Using Multi-Discriminators in Multi-Stages. 1614-1627 - Qiqi Bao, Shiyu Mi
, Bowen Gang, Wenming Yang
, Jie Chen, Qingmin Liao:
MDAN: Mirror Difference Aware Network for Brain Stroke Lesion Segmentation. 1628-1639 - Gongbo Liang
, Connor Greenwell, Yu Zhang
, Xin Xing
, Xiaoqin Wang
, Ramakanth Kavuluru
, Nathan Jacobs
:
Contrastive Cross-Modal Pre-Training: A General Strategy for Small Sample Medical Imaging. 1640-1649 - Karen Panetta
, Rahul Rajendran
, Aruna Ramesh, Shishir Paramathma Rao
, Sos S. Agaian
:
Tufts Dental Database: A Multimodal Panoramic X-Ray Dataset for Benchmarking Diagnostic Systems. 1650-1659 - Yuhan Zhang
, Xiao Ma
, Mingchao Li
, Zexuan Ji
, Songtao Yuan
, Qiang Chen
:
LamNet: A Lesion Attention Maps-Guided Network for the Prediction of Choroidal Neovascularization Volume in SD-OCT Images. 1660-1671 - Xuenan Liu
, Xuezhi Yang
, Dingliang Wang
, Alexander Wong
, Likun Ma
, Longwei Li
:
VidAF: A Motion-Robust Model for Atrial Fibrillation Screening From Facial Videos. 1672-1683 - Yunxiang Li
, Guodong Zeng, Yifan Zhang, Jun Wang, Qun Jin
, Lingling Sun
, Qianni Zhang
, Qisi Lian, Guiping Qian, Neng Xia, Ruizi Peng, Kai Tang, Shuai Wang, Yaqi Wang:
AGMB-Transformer: Anatomy-Guided Multi-Branch Transformer Network for Automated Evaluation of Root Canal Therapy. 1684-1695 - Pan Huang
, Xiaoheng Tan, Xiaoli Zhou
, Shuxian Liu, Francesco Mercaldo
, Antonella Santone
:
FABNet: Fusion Attention Block and Transfer Learning for Laryngeal Cancer Tumor Grading in P63 IHC Histopathology Images. 1696-1707 - Yazdan Batmani
, Shadi Khodakaramzadeh, Parham Moradi
:
Automatic Artificial Pancreas Systems Using an Intelligent Multiple-Model PID Strategy. 1708-1717 - Jia Zeng
, Yu Zhou
, Yicheng Yang
, Jipeng Yan
, Honghai Liu:
Fatigue-Sensitivity Comparison of sEMG and A-Mode Ultrasound based Hand Gesture Recognition. 1718-1725 - Nader Naghavi
, Eric Wade
:
Towards Real-Time Prediction of Freezing of Gait in Patients With Parkinson's Disease: A Novel Deep One-Class Classifier. 1726-1736 - Xiao Luo
, Priyanka Gandhi, Susan Storey
, Kun Huang:
A Deep Language Model for Symptom Extraction From Clinical Text and its Application to Extract COVID-19 Symptoms From Social Media. 1737-1748 - Ashwin Narayan
, Francisco Anaya Reyes
, Meifeng Ren, Haoyong Yu
:
Real-Time Hierarchical Classification of Time Series Data for Locomotion Mode Detection. 1749-1760 - Anshul Thakur
, Pulkit Sharma, David A. Clifton:
Dynamic Neural Graphs Based Federated Reptile for Semi-Supervised Multi-Tasking in Healthcare Applications. 1761-1772 - Giorgio Grani
, Lorenzo Madeddu
, Paola Velardi
:
A Network-Based Analysis of Disease Modules From a Taxonomic Perspective. 1773-1781 - Jiahao Fan
, Xinyu Jiang
, Xiangyu Liu, Xian Zhao
, Xinming Ye
, Chenyun Dai
, Metin Akay
, Wei Chen
:
Cancelable HD-SEMG Biometric Identification via Deep Feature Learning. 1782-1793 - Ahcène Boubekki
, Jonas Nordhaug Myhre
, Luigi Tommaso Luppino
, Karl Øyvind Mikalsen
, Arthur Revhaug, Robert Jenssen
:
Clinically Relevant Features for Predicting the Severity of Surgical Site Infections. 1794-1801 - Chang Sik Son
, Won-Seok Kang
, Jong-Ha Lee
, Kyoung Ja Moon
:
Machine Learning to Identify Psychomotor Behaviors of Delirium for Patients in Long-Term Care Facility. 1802-1814 - Pavlo Yevtushenko
, Leonid Goubergrits
, Lina Gundelwein
, Arnaud A. A. Setio
, Heiko Ramm, Hans Lamecker
, Tobias Heimann, Alexander Meyer
, Titus Kühne
, Marie Schafstedde
:
Deep Learning Based Centerline-Aggregated Aortic Hemodynamics: An Efficient Alternative to Numerical Modeling of Hemodynamics. 1815-1825 - Chenyang Sun
, Kaiya Chu
, Qing Miao
, Ping Li, Wenjuan Zhong
, Shichen Qi
, Mingming Zhang
:
Bilateral Asymmetry of Hand Force Production in Dynamic Physically-Coupled Tasks. 1826-1834 - Rong Wang
, Xiaoli Su, Zhao Chang, Pan Lin
, Ying Wu:
Flexible Brain Transitions Between Hierarchical Network Segregation and Integration Associated With Cognitive Performance During a Multisource Interference Task. 1835-1846 - Ian McLane
, Eline Lauwers
, Toon Stas
, Ilene Busch-Vishniac, Kris Ides
, Stijn Verhulst, Jan Steckel
:
Comprehensive Analysis System for Automated Respiratory Cycle Segmentation and Crackle Peak Detection. 1847-1860 - Han Yu, Zi-Ang Shen, Pu-Feng Du
:
NPI-RGCNAE: Fast Predicting ncRNA-Protein Interactions Using the Relational Graph Convolutional Network Auto-Encoder. 1861-1871 - Cui-Na Jiao
, Jin-Xing Liu
, Juan Wang
, Junliang Shang
, Chun-Hou Zheng
:
Visualization and Analysis of Single Cell RNA-Seq Data by Maximizing Correntropy Based Non-Negative Low Rank Representation. 1872-1882 - Siguo Wang
, Ying He
, Zhanheng Chen
, Qinhu Zhang
:
FCNGRU: Locating Transcription Factor Binding Sites by Combing Fully Convolutional Neural Network With Gated Recurrent Unit. 1883-1890 - Ping Xuan
, Kaimiao Hu
, Hui Cui
, Tiangang Zhang
, Toshiya Nakaguchi:
Learning Multi-Scale Heterogeneous Representations and Global Topology for Drug-Target Interaction Prediction. 1891-1902 - Shuo Zhang
, Jing Wang, Lulu Pei, Kai Liu, Yuan Gao, Hui Fang, Rui Zhang, Lu Zhao, Shilei Sun, Jun Wu, Bo Song, Honghua Dai
, Runzhi Li
, Yuming Xu:
Interpretability Analysis of One-Year Mortality Prediction for Stroke Patients Based on Deep Neural Network. 1903-1910
Volume 26, Number 5, May 2022
- Fazlullah Khan
, Houbing Song
, Mian Ahmed Jan, Mohamed Elhoseny
:
Guest Editorial A Secured and Privacy-Preserved Smart Health Monitoring and Improvement System. 1914-1916 - Guangjun Wu
, Shupeng Wang
, Zhaolong Ning
, Bingqing Zhu:
Privacy-Preserved Electronic Medical Record Exchanging and Sharing: A Blockchain-Based Smart Healthcare System. 1917-1927 - Xu Yu
, Dingjia Zhan
, Lei Liu
, Hongwu Lv
, Lingwei Xu
, Junwei Du:
A Privacy-Preserving Cross-Domain Healthcare Wearables Recommendation Algorithm Based on Domain-Dependent and Domain-Independent Feature Fusion. 1928-1936 - Hemant Ghayvat, Sharnil Pandya
, Pronaya Bhattacharya
, Mohd. Zuhair
, Mamoon Rashid
, Saqib Hakak
, Kapal Dev
:
CP-BDHCA: Blockchain-Based Confidentiality-Privacy Preserving Big Data Scheme for Healthcare Clouds and Applications. 1937-1948 - Hang Li
, Keping Yu
, Bin Liu
, Chaosheng Feng
, Zhiguang Qin
, Gautam Srivastava
:
An Efficient Ciphertext-Policy Weighted Attribute-Based Encryption for the Internet of Health Things. 1949-1960 - Maryam Ebrahimi
, Mohammad Sayad Haghighi
, Alireza Jolfaei
, Nasrin Shamaeian
, Mohammad Hesam Tadayon
:
A Secure and Decentralized Trust Management Scheme for Smart Health Systems. 1961-1968 - Sudarshan Nandy
, Mainak Adhikari
, Mohammad Ayoub Khan
, Varun G. Menon
, Sandeep Verma
:
An Intrusion Detection Mechanism for Secured IoMT Framework Based on Swarm-Neural Network. 1969-1976 - Hu Xiong
, Chuanjie Jin
, Mamoun Alazab
, Kuo-Hui Yeh
, Hanxiao Wang, Thippa Reddy Gadekallu
, Weizheng Wang
, Chunhua Su
:
On the Design of Blockchain-Based ECDSA With Fault-Tolerant Batch Verification Protocol for Blockchain-Enabled IoMT. 1977-1986 - Jiun-Da Lin, Hung-Hsiang Lin
, Jilyan Bianca Dy, Jun-Cheng Chen
, Mohammad Tanveer
, Imran Razzak
, Kai-Lung Hua
:
Lightweight Face Anti-Spoofing Network for Telehealth Applications. 1987-1996 - Ashwin Verma
, Pronaya Bhattacharya
, Mohd. Zuhair
, Sudeep Tanwar
, Neeraj Kumar
:
VaCoChain: Blockchain-Based 5G-Assisted UAV Vaccine Distribution Scheme for Future Pandemics. 1997-2007 - Masood Habib
, Zhelong Wang
, Sen Qiu
, Hongyu Zhao
, Aparna S. Murthy
:
Machine Learning Based Healthcare System for Investigating the Association Between Depression and Quality of Life. 2008-2019 - Xiong Li
, Shanpeng Liu
, Rongxing Lu
, Muhammad Khurram Khan
, Ke Gu
, Xiaosong Zhang
:
An Efficient Privacy-Preserving Public Auditing Protocol for Cloud-Based Medical Storage System. 2020-2031 - Muhammad Usman Abbasi
, Mohsin Kamal
, Muhammad Tariq
:
Improved and Secured Electromyography in the Internet of Health Things. 2032-2040 - Yangyang Bao
, Weidong Qiu, Peng Tang
, Xiaochun Cheng
:
Efficient, Revocable, and Privacy-Preserving Fine-Grained Data Sharing With Keyword Search for the Cloud-Assisted Medical IoT System. 2041-2051 - Gianfranco Lombardo
, Mattia Pellegrino
, Michele Tomaiuolo, Stefano Cagnoni
, Monica Mordonini, Mario Giacobini
, Agostino Poggi
:
Fine-Grained Agent-Based Modeling to Predict Covid-19 Spreading and Effect of Policies in Large-Scale Scenarios. 2052-2062 - Li Zhu
, Viswam Nathan, Jilong Kuang
, Jacob Kim, Robert Avram
, Jeffrey E. Olgin, Jun Alex Gao:
Atrial Fibrillation Detection and Atrial Fibrillation Burden Estimation via Wearables. 2063-2074 - Weinan Wang
, Pedram Mohseni, Kevin L. Kilgore
, Laleh Najafizadeh
:
Cuff-Less Blood Pressure Estimation From Photoplethysmography via Visibility Graph and Transfer Learning. 2075-2085 - Jinxuan Li
, Peiqi Kang
, Tian Tan
, Peter B. Shull
:
Transfer Learning Improves Accelerometer-Based Child Activity Recognition via Subject-Independent Adult-Domain Adaption. 2086-2095 - Serj Haddad
, Assim Boukhayma
, Antonino Caizzone
:
Continuous PPG-Based Blood Pressure Monitoring Using Multi-Linear Regression. 2096-2105 - Chen Chen
, Yang Yu
, Xinjun Sheng
, Xiangyang Zhu
:
Non-Invasive Analysis of Motor Unit Activation During Simultaneous and Continuous Wrist Movements. 2106-2115 - Jing Nie
, Lulu Zhang, Jia Liu, Yaqin Wang:
Pulse Taking by a Piezoelectric Film Sensor via Mode Energy Ratio Analysis Helps Identify Pregnancy Status. 2116-2123 - Honorine Niyigena Ingabire
, Kangjia Wu, Joan Toluwani Amos, Sixuan He, Xiaohang Peng
, Wenan Wang
, Min Li, Jinying Chen, Yukun Feng, Nini Rao
, Peng Ren
:
Analysis of ECG Signals by Dynamic Mode Decomposition. 2124-2135 - Oishee Mazumder
, Rohan Banerjee, Dibyendu Roy
, Sakyajit Bhattacharya, Avik Ghose, Aniruddha Sinha
:
Synthetic PPG Signal Generation to Improve Coronary Artery Disease Classification: Study With Physical Model of Cardiovascular System. 2136-2146 - Lijuan Duan
, Zeyu Wang, Yuanhua Qiao
, Yue Wang, Zhaoyang Huang, Baochang Zhang
:
An Automatic Method for Epileptic Seizure Detection Based on Deep Metric Learning. 2147-2157 - Chengcheng Shan
, Jiawen Hu
, Jincheng Zou, Aili Zhang:
Wearable Personal Core Body Temperature Measurement Considering Individual Differences and Dynamic Tissue Blood Perfusion. 2158-2168 - Jeonghee Kim
, Thomas Wichmann
, Omer T. Inan
, Stephen P. DeWeerth:
Fitts' Law Based Performance Metrics to Quantify Tremor in Individuals With Essential Tremor. 2169-2179 - K. Aditya Mohan
, Alan David Kaplan
:
AutoAtlas: Neural Network for 3D Unsupervised Partitioning and Representation Learning. 2180-2191 - Usman Ghafoor
, Dalin Yang
, Keum-Shik Hong
:
Neuromodulatory Effects of HD-tACS/tDCS on the Prefrontal Cortex: A Resting-State fNIRS-EEG Study. 2192-2203 - Yi Jiang, Weixun Chen
, Min Liu
, Yaonan Wang
, Erik Meijering
:
DeepRayburst for Automatic Shape Analysis of Tree-Like Structures in Biomedical Images. 2204-2215 - Xiaofei Wang
, Mai Xu
, Jicong Zhang
, Lai Jiang
, Liu Li, Mengxian He, Ningli Wang, Hanruo Liu, Zulin Wang:
Joint Learning of Multi-Level Tasks for Diabetic Retinopathy Grading on Low-Resolution Fundus Images. 2216-2227 - Feiyan Li
, Weisheng Li
, Xinbo Gao
, Bin Xiao
:
A Novel Framework With Weighted Decision Map Based on Convolutional Neural Network for Cardiac MR Segmentation. 2228-2239 - Shuai Li
, Yuting Guo
, Zhennan Pang
, Wenfeng Song
, Aimin Hao, Bin Xia, Hong Qin
:
Automatic Dental Plaque Segmentation Based on Local-to-Global Features Fused Self-Attention Network. 2240-2251 - Abhishek Srivastava
, Debesh Jha
, Sukalpa Chanda
, Umapada Pal
, Håvard D. Johansen
, Dag Johansen
, Michael A. Riegler
, Sharib Ali
, Pål Halvorsen:
MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation. 2252-2263 - Xiaoming Qi
, Yuting He, Guanyu Yang
, Yang Chen
, Jian Yang
, Wangyag Liu, Yinsu Zhu, Yi Xu, Huazhong Shu
, Shuo Li
:
MVSGAN: Spatial-Aware Multi-View CMR Fusion for Accurate 3D Left Ventricular Myocardium Segmentation. 2264-2275 - Asha Das
, Vinod Kumar Devarampati, Madhu S. Nair
:
NAS-SGAN: A Semi-Supervised Generative Adversarial Network Model for Atypia Scoring of Breast Cancer Histopathological Images. 2276-2287 - Andrea Sabo, Sina Mehdizadeh, Andrea Iaboni, Babak Taati:
Estimating Parkinsonism Severity in Natural Gait Videos of Older Adults With Dementia. 2288-2298 - Fatemeh Hasanzadeh
, Maryam Mohebbi
, Reza Rostami:
A Nonlinear Effective Connectivity Measure Based on Granger Causality and Volterra Series. 2299-2307 - Jiyang Wang
, Trevor Grant, Senem Velipasalar
, Baocheng Geng
, Leanne M. Hirshfield:
Taking a Deeper Look at the Brain: Predicting Visual Perceptual and Working Memory Load From High-Density fNIRS Data. 2308-2319 - Zhou-Xuan Li, Yue-Ming Zha, Guang-Yun Jiang, Yao-Xiong Huang
:
AI Aided Analysis on Saliva Crystallization of Pregnant Women for Accurate Estimation of Delivery Date and Fetal Status. 2320-2330 - Konstantinos P. Exarchos
, Agapi Aggelopoulou, Aikaterini Oikonomou, Theodora Biniskou, Vasiliki Beli, Eirini Antoniadou, Konstantinos Kostikas:
Review of Artificial Intelligence Techniques in Chronic Obstructive Lung Disease. 2331-2338 - Javier Gálvez-Goicurla
, Josué Pagán
, Ana Beatriz Gago Veiga, José Manuel Moya
, José L. Ayala
:
Cluster-Then-Classify Methodology for the Identification of Pain Episodes in Chronic Diseases. 2339-2350 - Haodi Zhong
, Grigorios Loukides
, Solon P. Pissis
:
Clustering Demographics and Sequences of Diagnosis Codes. 2351-2359 - Irfan Aygün
, Buket Kaya
, Mehmet Kaya
:
Aspect Based Twitter Sentiment Analysis on Vaccination and Vaccine Types in COVID-19 Pandemic With Deep Learning. 2360-2369 - Jiawei Luo
, Yi Liu
, Pei Liu
, Zihan Lai, Hao Wu:
Data Integration Using Tensor Decomposition for the Prediction of miRNA-Disease Associations. 2370-2378 - Qian Zhao, Jiaqi Ma
, Yu Wang, Fang Xie, Zhibin Lv
, Yaoqun Xu, Hua Shi
, Ke Han
:
Mul-SNO: A Novel Prediction Tool for S-Nitrosylation Sites Based on Deep Learning Methods. 2379-2387 - Marios Prasinos
, Ioannis Basdekis, Marco Anisetti
, George Spanoudakis, Dimitrios D. Koutsouris
, Ernesto Damiani
:
A Modelling Framework for Evidence-Based Public Health Policy Making. 2388-2399
Volume 26, Number 6, June 2022
- Zhihan Lv
, Jaime Lloret
, Houbing Song
:
Editorial Augmented Reality for Bioinformatics. 2403-2404 - Zhaoyang Liu
, Yuteng Xiao
, Hongsheng Yin
, Xiaodan Li, Shutao Chen
, Kaijian Xia
, Lin Zhang
:
BDBB: A Novel Beta-Distribution-Based Biclustering Algorithm for Revealing Local Co-Methylation Patterns in Epi-Transcriptome Profiling Data. 2405-2416 - Youcef Djenouri
, Asma Belhadi, Gautam Srivastava
, Jerry Chun-Wei Lin
:
Secure Collaborative Augmented Reality Framework for Biomedical Informatics. 2417-2424 - Xin-Chi Shi
, Yan Zhang, Ting Wang, Xiang-Chen Wang, Haibin Lv
, Pedro Laborda
, Tingting Duan:
Metabolic and Transcriptional Analysis of Recombinant Saccharomyces Cerevisiae for Xylose Fermentation: A Feasible and Efficient Approach. 2425-2434 - Le Sun
, Zhaoyi Zhong, Zhiguo Qu
, Neil N. Xiong
:
PerAE: An Effective Personalized AutoEncoder for ECG-Based Biometric in Augmented Reality System. 2435-2446 - Li Feng
, Feng Wang, Jian Zhang, Yong Tang, Jing Zhao, Lisha Zhou, Jiayan Wang, Dongliang Guo
, Amit Kumar Singh
:
Particle-Based Calculation and Visualization of Protein Cavities Using SES Models. 2447-2457 - Chunfeng Ma
, Xin Li
, Zebin Zhao
, Feng Liu
, Kun Zhang, Adan Wu
, Xiaowei Nie:
Understanding Dynamics of Pandemic Models to Support Predictions of COVID-19 Transmission: Parameter Sensitivity Analysis of SIR-Type Models. 2458-2468 - Gang Li
, Mark McGill, Stephen A. Brewster, Chao Ping Chen
, Joaquin A. Anguera, Adam Gazzaley, Frank E. Pollick
:
Multimodal Biosensing for Vestibular Network-Based Cybersickness Detection. 2469-2480 - Michael Chan
, Venu G. Ganti
, Omer T. Inan
:
Respiratory Rate Estimation Using U-Net-Based Cascaded Framework From Electrocardiogram and Seismocardiogram Signals. 2481-2492 - Jia Wen Li
, Shovan Barma
, Peng Un Mak
, Fei Chen
, Cheng Li, Ming Tao Li, Mang I Vai
, Sio-Hang Pun
:
Single-Channel Selection for EEG-Based Emotion Recognition Using Brain Rhythm Sequencing. 2493-2503 - Hua Fang
, Jing Jin
, Ian Daly
, Xingyu Wang:
Feature Extraction Method Based on Filter Banks and Riemannian Tangent Space in Motor-Imagery BCI. 2504-2514 - Xupeng Lu
, Shijie Sun
, Kangqi Liu, Jiangtao Sun
, Lijun Xu
:
Development of a Wearable Gesture Recognition System Based on Two-Terminal Electrical Impedance Tomography. 2515-2523 - Jorge Oliveira
, Francesco Renna
, Paulo Dias Costa
, Diogo Marcelo Nogueira
, Cristina Oliveira, Carlos Abreu Ferreira, Alípio Mário Jorge
, Sandra da Silva Mattos
, Thamine Hatem, Thiago Tavares, Andoni Elola, Ali Bahrami Rad, Reza Sameni
, Gari D. Clifford
, Miguel T. Coimbra
:
The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification. 2524-2535 - Yi Sun
, Zhe Zhang
, Ioannis Kakkos, George K. Matsopoulos, Jingjia Yuan, John Suckling
, Luoyi Xu, Shuxia Cao, Wenjuan Chen, Xingyue Hu, Tao Li, Kang Sim, Peng Qi, Yu Sun:
Inferring the Individual Psychopathologic Deficits With Structural Connectivity in a Longitudinal Cohort of Schizophrenia. 2536-2546 - Zhitao Guo
, Linlin Zhao
, Jinli Yuan, Hengyong Yu
:
MSANet: Multiscale Aggregation Network Integrating Spatial and Channel Information for Lung Nodule Detection. 2547-2558 - Zenghui Wang
, Jun Zhang
, Xiaochu Zhang
, Peng Chen, Bing Wang:
Transformer Model for Functional Near-Infrared Spectroscopy Classification. 2559-2569 - Jiangdian Song
, Shih-Cheng Huang, Brendan Kelly, Guanqun Liao
, Jingyun Shi
, Ning Wu, Weimin Li, Zaiyi Liu, Lei Cui
, Matthew P. Lungren, Michael E. Moseley
, Peng Gao, Jie Tian, Kristen W. Yeom
:
Automatic Lung Nodule Segmentation and Intra-Nodular Heterogeneity Image Generation. 2570-2581 - Mingquan Lin
, Mingjie Jiang
, Mingbo Zhao
, Eranga Ukwatta
, James A. White, Bernard Chiu
:
Cascaded Triplanar Autoencoder M-Net for Fully Automatic Segmentation of Left Ventricle Myocardial Scar From Three-Dimensional Late Gadolinium-Enhanced MR Images. 2582-2593 - Jindrich Brablik
, Martina Ladrova
, Dominik Vilimek
, Jakub Kolarik
, Radana Kahankova
, Pavla Hanzlikova
, Jan Nedoma
, Khosrow Behbehani
, Marcel Fajkus
, Lubomir Vojtisek, Radek Martinek
:
A Comparison of Alternative Approaches to MR Cardiac Triggering: A Pilot Study at 3 Tesla. 2594-2605 - Wenjie Liu
, Lei Zhang
, Guyu Dai, Xiangbin Zhang
, Guangjun Li
, Zhang Yi
:
Deep Neural Network With Structural Similarity Difference and Orientation-Based Loss for Position Error Classification in the Radiotherapy of Graves' Ophthalmopathy Patients. 2606-2614 - Zhuo Kuang
, Zengqiang Yan
, Li Yu
, Xianbo Deng
, Yineng Hua, Shuyun Li:
Uncertainty-Aware Deep Learning With Cross-Task Supervision for PHE Segmentation on CT Images. 2615-2626 - Jacob T. Antunes
, Marwa Ismail
, Imran Hossain, Zhoumengdi Wang, Prateek Prasanna
, Anant Madabhushi
, Pallavi Tiwari
, Satish E. Viswanath
:
RADIomic Spatial TexturAl Descriptor (RADISTAT): Quantifying Spatial Organization of Imaging Heterogeneity Associated With Tumor Response to Treatment. 2627-2636 - Shiqiang Zheng, Xin Yang, Yifan Wang
, Mingyue Ding
, Wenguang Hou
:
Unsupervised Cross-Modality Domain Adaptation Network for X-Ray to CT Registration. 2637-2647 - Jianan He
, Guangquan Zhou
, Shoujun Zhou
, Yang Chen
:
Online Hard Patch Mining Using Shape Models and Bandit Algorithm for Multi-Organ Segmentation. 2648-2659 - Zhenyu Lin
, Wenjie Cai, Wentai Hou, Yayuan Chen, Bingzong Gao, Runzhi Mao, Liansheng Wang
, Zirong Li
:
CT-Guided Survival Prediction of Esophageal Cancer. 2660-2669 - Eleonora D'Arnese
, Guido Walter Di Donato
, Emanuele Del Sozzo
, Martina Sollini
, Donatella Sciuto
, Marco Domenico Santambrogio
:
On the Automation of Radiomics-Based Identification and Characterization of NSCLC. 2670-2679 - Yang Ma, Chaoyi Zhang
, Mariano Cabezas
, Yang Song
, Zihao Tang
, Dongnan Liu
, Weidong Cai
, Michael Barnett
, Chenyu Wang
:
Multiple Sclerosis Lesion Analysis in Brain Magnetic Resonance Images: Techniques and Clinical Applications. 2680-2692 - Jing Zhao, Yongjun He
, Si-Qi Zhao, Jinjie Huang, Wangmeng Zuo
:
AL-Net: Attention Learning Network Based on Multi-Task Learning for Cervical Nucleus Segmentation. 2693-2702 - Richard Jiang
, Paul L. Chazot
, Nicola Pavese
, Danny Crookes
, Ahmed Bouridane
, M. Emre Celebi
:
Private Facial Prediagnosis as an Edge Service for Parkinson's DBS Treatment Valuation. 2703-2713 - Yin Liang
, Gaoxu Xu
:
Multi-Level Functional Connectivity Fusion Classification Framework for Brain Disease Diagnosis. 2714-2725 - Anurag Das, Bobak Mortazavi
, Seyedhooman Sajjadi
, Theodora Chaspari
, Laura E. Ruebush, Nicolaas E. P. Deutz
, Gerard L. Coté, Ricardo Gutierrez-Osuna
:
Predicting the Macronutrient Composition of Mixed Meals From Dietary Biomarkers in Blood. 2726-2736 - Daniel Barrejón
, Pablo M. Olmos
, Antonio Artés-Rodríguez
:
Medical Data Wrangling With Sequential Variational Autoencoders. 2737-2745 - Stefan Jokic
, David Cleres
, Frank Rassouli
, Claudia Steurer-Stey
, Milo A. Puhan
, Martin H. Brutsche
, Elgar Fleisch
, Filipe Barata
:
TripletCough: Cougher Identification and Verification From Contact-Free Smartphone-Based Audio Recordings Using Metric Learning. 2746-2757 - Hoda Nemat, Heydar Khadem, Mohammad R. Eissa, Jackie Elliott, Mohammed Benaissa:
Blood Glucose Level Prediction: Advanced Deep-Ensemble Learning Approach. 2758-2769 - Xiaoming Shi
, Sendong Zhao, Yuxuan Wang, Xi Chen, Ziheng Zhang
, Yefeng Zheng
, Wanxiang Che
:
Understanding Patient Query With Weak Supervision From Doctor Response. 2770-2777 - Guanhua Ye, Hongzhi Yin
, Tong Chen
, Miao Xu
, Quoc Viet Hung Nguyen
, Jiangning Song
:
Personalized On-Device E-Health Analytics With Decentralized Block Coordinate Descent. 2778-2786 - Brian Tracey
, Shyamal Patel
, Yao Zhang, Kara Chappie, Dmitri Volfson
, Federico Parisi
, Catherine P. Adans-Dester
, Francesco Bertacchi, Paolo Bonato
, Paul W. Wacnik
:
Voice Biomarkers of Recovery From Acute Respiratory Illness. 2787-2795 - Andrew E. Blanchard
, Shang Gao
, Hong-Jun Yoon
, James Blair Christian, Eric B. Durbin
, Xiao-Cheng Wu, Antoinette Stroup
, Jennifer A. Doherty
, Stephen M. Schwartz, Charles Wiggins, Linda Coyle, Lynne Penberthy, Georgia D. Tourassi
:
A Keyword-Enhanced Approach to Handle Class Imbalance in Clinical Text Classification. 2796-2803 - Akanksha Pathak
, Kayapanda Mandana, Goutam Saha
:
Ensembled Transfer Learning and Multiple Kernel Learning for Phonocardiogram Based Atherosclerotic Coronary Artery Disease Detection. 2804-2813 - Hector Lafuente
, Ion Olaetxea
, Ana Valero
, Francisco José Álvarez, Ander Izeta
, Ibon Jaunarena
, Andreas Seifert
:
Identification of Hypoxia-Ischemia by Chemometrics Considering Systemic Changes of Physiology. 2814-2821 - Zhaoxi Zhang
, Yulan Zhao, Juan Wang
, Maozu Guo
:
DeepRCI: Predicting ATP-Binding Proteins Using the Residue-Residue Contact Information. 2822-2829 - Herty Liany
, Yu Lin
, Anand Jeyasekharan
, Vaibhav Rajan
:
An Algorithm to Mine Therapeutic Motifs for Cancer From Networks of Genetic Interactions. 2830-2838 - Ping Xuan
, Liyun Zhan
, Hui Cui
, Tiangang Zhang
, Toshiya Nakaguchi, Weixiong Zhang:
Graph Triple-Attention Network for Disease-Related LncRNA Prediction. 2839-2849
Volume 26, Number 7, July 2022
- Peikai Zou, Yaxin Wang, Huaxuan Cai, Tao Peng
, Tingrui Pan
, Ruya Li
, Yubo Fan
:
Wearable Iontronic FMG for Classification of Muscular Locomotion. 2854-2863 - Rebecca Mieloszyk
, Hope Twede
, Jonathan Lester, Jeremiah Wander
, Sumit Basu, Gabe Cohn, Greg Smith, Dan Morris, Sidhant Gupta, Desney S. Tan
, Nicolas Villar, Moni Wolf, Sailaja Malladi, Matt Mickelson, Lauren Ryan, Lindsey Kim
, Jeffrey Kepple, Susanne Kirchner, Emma Wampler, Riena Terada, Joel Robinson, Ron Paulsen, T. Scott Saponas:
A Comparison of Wearable Tonometry, Photoplethysmography, and Electrocardiography for Cuffless Measurement of Blood Pressure in an Ambulatory Setting. 2864-2875 - Jinshan Xu
, Mengting Wang, Jinpeng Zhang, Zhenqin Chen
, Wei Huang
, Guojiang Shen
, Meiyu Zhang
:
Network Theory Based EHG Signal Analysis and its Application in Preterm Prediction. 2876-2887 - Kimia Dinashi
, Ali Ameri
, Mohammad Ali Akhaee
, Kevin B. Englehart
, Erik J. Scheme
:
Compression of EMG Signals Using Deep Convolutional Autoencoders. 2888-2897 - Tharindu Fernando
, Sridha Sridharan
, Simon Denman
, Houman Ghaemmaghami, Clinton Fookes
:
Robust and Interpretable Temporal Convolution Network for Event Detection in Lung Sound Recordings. 2898-2908 - Bohee Lee
, Taeheon Lee, Hyungsin Jeon, Songsub Lee, Kibum Kim, Wanhee Cho
, Jeonghwan Hwang
, Yong-Wook Chae, Jin-Man Jung
, Hyo Jin Kang
, Nan Hee Kim
, Cheolmin Shin
, Jaeson Jang
:
Synergy Through Integration of Wearable EEG and Virtual Reality for Mild Cognitive Impairment and Mild Dementia Screening. 2909-2919 - Mariachiara Ricci
, Giulia Di Lazzaro
, Vito Errico
, Antonio Pisani
, Franco Giannini, Giovanni Saggio
:
The Impact of Wearable Electronics in Assessing the Effectiveness of Levodopa Treatment in Parkinson's Disease. 2920-2928 - Xiaoyu Wang
, Bingchu Chen, Ming Zeng
, Yuli Wang, Hui Liu
, Ruixia Liu
, Lan Tian
, Xiaoshan Lu:
An ECG Signal Denoising Method Using Conditional Generative Adversarial Net. 2929-2940 - Hector E. Romero
, Ning Ma
, Guy J. Brown
, Elizabeth A. Hill
:
Acoustic Screening for Obstructive Sleep Apnea in Home Environments Based on Deep Neural Networks. 2941-2950 - Gang Wang
, Yingyun Yang, Siyu Chen, Ji Fu, Dong Wu, Aiming Yang
, Yinji Ma, Xue Feng
:
Flexible Dual-Channel Digital Auscultation Patch With Active Noise Reduction for Bowel Sound Monitoring and Application. 2951-2962 - Kang Yue
, Mei Guo
, Yue Liu
, Haochen Hu, Kai Lu
, Shanshan Chen
, Danli Wang
:
Investigate the Neuro Mechanisms of Stereoscopic Visual Fatigue. 2963-2973 - Josefine Vilsbøll Sundgaard
, Peter Bray, Søren Laugesen
, James Michael Harte, Yosuke Kamide, Chiemi Tanaka
, Anders Nymark Christensen
, Rasmus R. Paulsen
:
A Deep Learning Approach for Detecting Otitis Media From Wideband Tympanometry Measurements. 2974-2982 - Peng Liu
, Guoyan Zheng
:
Handling Imbalanced Data: Uncertainty-Guided Virtual Adversarial Training With Batch Nuclear-Norm Optimization for Semi-Supervised Medical Image Classification. 2983-2994 - Dechun Wang
, Shuijiao Chen
, Xinzi Sun
, Qilei Chen
, Yu Cao
, Benyuan Liu
, Xiaowei Liu:
AFP-Mask: Anchor-Free Polyp Instance Segmentation in Colonoscopy. 2995-3006 - Hongzhi Zhu
, Yasmin Halwani, Robert Rohling
, Sidney S. Fels
, Septimiu E. Salcudean
:
A Unified Representation of Control Logic in Human-Ultrasound Machine Interaction. 3007-3014 - Gang Lu
, Yuanxiu Zhang, Youyong Kong
, Chen Zhang, Jean-Louis Coatrieux
, Huazhong Shu
:
Landmark Localization for Cephalometric Analysis Using Multiscale Image Patch-Based Graph Convolutional Networks. 3015-3024 - Komal Mariam
, Osama Mohammed Afzal
, Wajahat Hussain
, Muhammad Umar Javed
, Amber Kiyani
, Nasir M. Rajpoot, Syed Ali Khurram, Hassan Aqeel Khan
:
On Smart Gaze Based Annotation of Histopathology Images for Training of Deep Convolutional Neural Networks. 3025-3036 - Boris Shirokikh
, Alexandra Dalechina, Alexey Shevtsov, Egor Krivov, Valery Kostjuchenko
, Amayak Durgaryan, Mikhail Galkin
, Andrey Golanov
, Mikhail Belyaev:
Systematic Clinical Evaluation of a Deep Learning Method for Medical Image Segmentation: Radiosurgery Application. 3037-3046 - Menghua Xia
, Hongbo Yang
, Yi Huang
, Yanan Qu, Yi Guo
, Guohui Zhou
, Feng Zhang, Yuanyuan Wang
:
AwCPM-Net: A Collaborative Constraint GAN for 3D Coronary Artery Reconstruction in Intravascular Ultrasound Sequences. 3047-3058 - Mengyun Qiao
, Chencheng Liu, Zeju Li
, Jin Zhou, Qin Xiao
, Shichong Zhou, Cai Chang, Yajia Gu, Yi Guo
, Yuanyuan Wang
:
Breast Tumor Classification Based on MRI-US Images by Disentangling Modality Features. 3059-3067 - Xia-an Bi
, Zhao-Xu Xing, Wenyan Zhou, Lou Li, Luyun Xu:
Pathogeny Detection for Mild Cognitive Impairment via Weighted Evolutionary Random Forest With Brain Imaging and Genetic Data. 3068-3079 - Hee Guan Khor
, Guochen Ning
, Xinran Zhang
, Hongen Liao
:
Ultrasound Speckle Reduction Using Wavelet-Based Generative Adversarial Network. 3080-3091 - Qing Huang
, Tingting Cao, Shaoqun Zeng
, Anan Li, Tingwei Quan
:
Minimizing Probability Graph Connectivity Cost for Discontinuous Filamentary Structures Tracing in Neuron Image. 3092-3103 - Wangbin Ding
, Lei Li
, Xiahai Zhuang
, Liqin Huang
:
Cross-Modality Multi-Atlas Segmentation via Deep Registration and Label Fusion. 3104-3115 - Wufeng Xue
, Zejian Chen
, Tianfu Wang
, Shuo Li
, Dong Ni
:
Regional Cardiac Motion Scoring With Multi-Scale Motion-Based Spatial Attention. 3116-3126 - Yuchen Pei
, Guocheng Shi, Wenjin Xia, Chen Wen
, Dazhen Sun, Fang Zhu
, Jiang Li
, Zhongqun Zhu, Xiaoqing Liu, Meiping Huang, Yu-Ping Wang
, Huiwen Chen, Lisheng Wang
:
Building a Risk Prediction Model for Postoperative Pulmonary Vein Obstruction via Quantitative Analysis of CTA Images. 3127-3138 - Zhibin Liao
, Kewen Liao
, Haifeng Shen
, Marouska F. van Boxel, Jasper Prijs
, Ruurd L. Jaarsma, Job N. Doornberg, Anton van den Hengel
, Johan W. Verjans
:
CNN Attention Guidance for Improved Orthopedics Radiographic Fracture Classification. 3139-3150 - Evgenios N. Kornaropoulos
, Evangelia I. Zacharaki
, Pierre Zerbib, Chieh Lin, Alain Rahmouni, Nikos Paragios
:
Joint Deformable Image Registration and ADC Map Regularization: Application to DWI-Based Lymphoma Classification. 3151-3162 - Zhiyang Gao, Zhiyang Lu, Jun Wang
, Shihui Ying, Jun Shi:
A Convolutional Neural Network and Graph Convolutional Network Based Framework for Classification of Breast Histopathological Images. 3163-3173 - Zhe Xu
, Yixin Wang
, Donghuan Lu
, Lequan Yu
, Jiangpeng Yan
, Jie Luo, Kai Ma
, Yefeng Zheng
, Raymond Kai-Yu Tong
:
All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-Supervised Medical Image Segmentation. 3174-3184 - Fangxu Xing
, Xiaofeng Liu
, C.-C. Jay Kuo
, Georges El Fakhri
, Jonghye Woo
:
Brain MR Atlas Construction Using Symmetric Deep Neural Inpainting. 3185-3196 - Huaqi Zhang, Jie Liu
, Pengyu Wang
, Zekuan Yu
, Weifan Liu
, Huang Chen:
Cross-Boosted Multi-Target Domain Adaptation for Multi-Modality Histopathology Image Translation and Segmentation. 3197-3208 - Zhen-Liang Ni
, Gui-Bin Bian
, Zhen Li, Xiao-Hu Zhou
, Rui-Qi Li
, Zeng-Guang Hou
:
Space Squeeze Reasoning and Low-Rank Bilinear Feature Fusion for Surgical Image Segmentation. 3209-3217 - Tan N. N. Doan, Boram Song
, Trinh Thi Le Vuong
, Kyungeun Kim, Jin Tae Kwak
:
SONNET: A Self-Guided Ordinal Regression Neural Network for Segmentation and Classification of Nuclei in Large-Scale Multi-Tissue Histology Images. 3218-3228 - Jordan J. Bannister
, Matthias Wilms
, J. David Aponte, David C. Katz, Ophir D. Klein, Francois P. J. Bernier, Richard A. Spritz, Benedikt Hallgrímsson
, Nils D. Forkert
:
A Deep Invertible 3-D Facial Shape Model for Interpretable Genetic Syndrome Diagnosis. 3229-3239 - Xingbo Liu
, Xiao Kang
, Xiushan Nie
, Jie Guo
, Shaohua Wang
, Yilong Yin
:
Learning Binary Semantic Embedding for Large-Scale Breast Histology Image Analysis. 3240-3250 - Zefang Han
, Hong Shangguan
, Xiong Zhang
, Pengcheng Zhang
, Xueying Cui, Huiying Ren:
A Dual-Encoder-Single-Decoder Based Low-Dose CT Denoising Network. 3251-3260 - Xiaoya Qiao
, Chunjuan Jiang, Panli Li, Yuan Yuan
, Qinglong Zeng, Lei Bi
, Shaoli Song
, Jinman Kim
, David Dagan Feng
, Qiu Huang
:
Improving Breast Tumor Segmentation in PET via Attentive Transformation Based Normalization. 3261-3271 - Ali Hatamizadeh
, Hamid Hosseini, Niraj Patel, Jinseo Choi, Cameron C. Pole, Cory M. Hoeferlin, Steven D. Schwartz, Demetri Terzopoulos:
RAVIR: A Dataset and Methodology for the Semantic Segmentation and Quantitative Analysis of Retinal Arteries and Veins in Infrared Reflectance Imaging. 3272-3283 - George Nousias
, Eirini-Kanella Panagiotopoulou
, Konstantinos Delibasis
, Aikaterini-Maria Chaliasou
, Anastasia-Maria Tzounakou
, Georgios Labiris
:
Video-Based Eye Blink Identification and Classification. 3284-3293 - Metin Akay
, Shankar Subramaniam
, Colin Brennan, Paolo Bonato
, Charlotte Mae K. Waits
, Bruce C. Wheeler
, Dimitrios I. Fotiadis
:
Healthcare Innovations to Address the Challenges of the COVID-19 Pandemic. 3294-3302 - Vanessa Borba de Souza, Jéferson Campos Nobre
, Karin Becker
:
DAC Stacking: A Deep Learning Ensemble to Classify Anxiety, Depression, and Their Comorbidity From Reddit Texts. 3303-3311 - Ersilia Vallefuoco
, Carmela Bravaccio, Giovanna Gison, Leandro Pecchia
, Alessandro Pepino
:
Personalized Training via Serious Game to Improve Daily Living Skills in Pediatric Patients With Autism Spectrum Disorder. 3312-3322 - Lin Wang
, Zheng Yin
, Mamta Puppala, Chika F. Ezeana
, Kelvin K. Wong
, Tiancheng He
, Deepa B. Gotur
, Stephen T. C. Wong
:
A Time-Series Feature-Based Recursive Classification Model to Optimize Treatment Strategies for Improving Outcomes and Resource Allocations of COVID-19 Patients. 3323-3329 - Hewon Jung
, Jacob P. Kimball
, Timothy Receveur, Asim Hossain Gazi
, Eric Agdeppa, Omer T. Inan
:
Estimation of Tidal Volume Using Load Cells on a Hospital Bed. 3330-3341 - Yange Chen, Qinyu Mao, Baocang Wang
, Pu Duan, Benyu Zhang, Zhiyong Hong:
Privacy-Preserving Multi-Class Support Vector Machine Model on Medical Diagnosis. 3342-3353 - Hangsik Shin
:
XGBoost Regression of the Most Significant Photoplethysmogram Features for Assessing Vascular Aging. 3354-3361 - Shishir Rao
, Yikuan Li
, Rema Ramakrishnan
, Abdelaali Hassaïne
, Dexter Canoy
, John G. F. Cleland
, Thomas Lukasiewicz, Gholamreza Salimi Khorshidi, Kazem Rahimi:
An Explainable Transformer-Based Deep Learning Model for the Prediction of Incident Heart Failure. 3362-3372 - Wonseok Choi
, WonSeok Yang
, Jaeyoung Na, Juneil Park, Giuk Lee
, Woochul Nam
:
Unsupervised Gait Phase Estimation With Domain-Adversarial Neural Network and Adaptive Window. 3373-3384 - Manuel Lozano-Garcia
, Luis Estrada-Petrocelli
, Dolores Blanco-Almazán
, Basak Tas, Peter S. P. Cho
, John Moxham
, Gerrard F. Rafferty
, Abel Torres
, Raimon Jané
, Caroline J. Jolley
:
Noninvasive Assessment of Neuromechanical and Neuroventilatory Coupling in COPD. 3385-3396 - Adenrele Oduntan, Oladapo Oyebode
, Amelia Hernandez Beltran, Jonathon Fowles, Darren Steeves, Rita Orji
:
"I Let Depression and Anxiety Drown Me...": Identifying Factors Associated With Resilience Based on Journaling Using Machine Learning and Thematic Analysis. 3397-3408 - Maryam Eskandari
, Saman Parvaneh
, Hossein Ehsani, Mindy Fain, Nima Toosizadeh
:
Frailty Identification Using Heart Rate Dynamics: A Deep Learning Approach. 3409-3417 - Michal Borsky
, Marta Serwatko, Erna Sif Arnardóttir
, Jacky Mallett
:
Toward Sleep Study Automation: Detection Evaluation of Respiratory-Related Events. 3418-3426 - Lei Wang
, Hao Li
, Yuqi Wang
, Yihong Tan
, Zhiping Chen
, Tingrui Pei
, Quan Zou
:
MDADP: A Webserver Integrating Database and Prediction Tools for Microbe-Disease Associations. 3427-3434 - Ronglin Gong
, Xiangmin Han
, Jun Wang
, Shihui Ying
, Jun Shi
:
Self-Supervised Bi-Channel Transformer Networks for Computer-Aided Diagnosis. 3435-3446 - Chuanhao Zhang
, Wenwen Yu
, Yamei Li, Hongqiang Sun
, Yuan Zhang
, Maarten De Vos
:
CMS2-Net: Semi-Supervised Sleep Staging for Diverse Obstructive Sleep Apnea Severity. 3447-3457 - Chun-Chuan Chen
, Meng-Chang Tsai
, Eric Hsiao-Kuang Wu
, Chia-Ru Chung
, Yuchi Lee, Po-Ru Chiu
, Po-Yi Tsai, Shao-Rong Sheng, Shih-Ching Yeh
:
Neuronal Abnormalities Induced by an Intelligent Virtual Reality System for Methamphetamine Use Disorder. 3458-3465 - Bingtao Zhang
, Hanshu Cai
, Yubo Song, Tao Lei
, Yanlin Li:
Computer-Aided Recognition Based on Decision-Level Multimodal Fusion for Depression. 3466-3477 - Yongjian Ren
, Yuliang Shi
, Kun Zhang, Xinjun Wang
, Zhiyong Chen, Hui Li:
A Drug Recommendation Model Based on Message Propagation and DDI Gating Mechanism. 3478-3485 - Trevor Exley
, Sarah Moudy, Rita M. Patterson
, Joonghyun Kim
, Mark V. Albert
:
Predicting UPDRS Motor Symptoms in Individuals With Parkinson's Disease From Force Plates Using Machine Learning. 3486-3494 - Ye Yuan, Tianhong Quan
, Youyi Song
, Jitian Guan, Teng Zhou
, Renhua Wu:
Noise-Immune Extreme Ensemble Learning for Early Diagnosis of Neuropsychiatric Systemic Lupus Erythematosus. 3495-3506 - Jonathan Koss
, Sule Tinaz
, Hemant D. Tagare:
Hierarchical Denoising of Ordinal Time Series of Clinical Scores. 3507-3516 - Apiwat Ditthapron
, Adam C. Lammert
, Emmanuel O. Agu
:
Continuous TBI Monitoring From Spontaneous Speech Using Parametrized Sinc Filters and a Cascading GRU. 3517-3528 - Yikai Yang
, Nhan Duy Truong
, Jason Kamran Eshraghian
, Christina Maher
, Armin Nikpour, Omid Kavehei
:
A Multimodal AI System for Out-of-Distribution Generalization of Seizure Identification. 3529-3538 - Yingjun Ma
:
DeepMNE: Deep Multi-Network Embedding for lncRNA-Disease Association Prediction. 3539-3549 - Hui Xia, Yasemin M. Akay
, Metin Akay
:
Investigating miRNA-mRNA Interactions and Gene Regulatory Networks From VTA Dopaminergic Neurons Following Perinatal Nicotine and Alcohol Exposure Using Bayesian Network Analysis. 3550-3555 - Na-Na Zhang
, Jin-Xing Liu
, Chun-Hou Zheng
, Juan Wang
:
SLRRSC: Single-Cell Type Recognition Method Based on Similarity and Graph Regularization Constraints. 3556-3566 - Samitha Somathilaka
, Daniel P. Martins
, Wiley Barton, Orla O'Sullivan
, Paul D. Cotter
, Sasitharan Balasubramaniam
:
A Graph-Based Molecular Communications Model Analysis of the Human Gut Bacteriome. 3567-3577 - Juan Wang
, Li-Hong Wang
, Jin-Xing Liu
, Xiang-Zhen Kong
, Shengjun Li:
Multi-View Random-Walk Graph Regularization Low-Rank Representation for Cancer Clustering and Differentially Expressed Gene Selection. 3578-3589
Volume 26, Number 8, August 2022
- Min Chen, Hamid Gharavi
, Lin Wang, Victor C. M. Leung
, Zhongchun Liu, Iztok Humar
:
Guest Editorial Sensing Psychological Parameters and AI-Enabled Emotion Care for Human Wellness. 3594-3596 - Simon Abramov
, Alexander Korotin
, Andrey Somov
, Evgeny Burnaev
, Anton Stepanov, Dmitry Nikolaev, Maria A. Titova
:
Analysis of Video Game Players' Emotions and Team Performance: An Esports Tournament Case Study. 3597-3606 - Minmin Miao
, Wenjun Hu
, Baoguo Xu
, Jinglin Zhang
, Joel J. P. C. Rodrigues
, Victor Hugo C. de Albuquerque
:
Automated CCA-MWF Algorithm for Unsupervised Identification and Removal of EOG Artifacts From EEG. 3607-3617 - Yixue Hao
, Zaiyang Tang, Bander A. Alzahrani
, Reem Alotaibi
, Reem Alharthi, Miaomiao Zhao
, Arif Mahmood
:
An End-to-End Human Abnormal Behavior Recognition Framework for Crowds With Mentally Disordered Individuals. 3618-3625 - Xiaojun Yu
, Muhammad Zulkifal Aziz
, Muhammad Tariq Sadiq
, Ke Jia, Zeming Fan
, Gaoxi Xiao
:
Computerized Multidomain EEG Classification System: A New Paradigm. 3626-3637 - Seng-Khoon Teh
, Iris Rawtaer
, Hwee Pink Tan:
Predictive Accuracy of Digital Biomarker Technologies for Detection of Mild Cognitive Impairment and Pre-Frailty Amongst Older Adults: A Systematic Review and Meta-Analysis. 3638-3648 - Yi-Ta Chen
, Hsing-Hao Lee, Ching-Yen Shih, Zih-Ling Chen, Win-Ken Beh
, Su-Ling Yeh, An-Yeu Wu
:
An Effective Entropy-Assisted Mind-Wandering Detection System Using EEG Signals of MM-SART Database. 3649-3660 - Angelo Damone
, Milena Vainieri
, Maurizia Rossana Brunetto, Ferruccio Bonino, Sabina Nuti, Gastone Ciuti
:
Decision-Making Algorithm and Predictive Model to Assess the Impact of Infectious Disease Epidemics on the Healthcare System: The COVID-19 Case Study in Italy. 3661-3672 - Shuojue Yang
, Guotai Wang
, Hui Sun, Xiangde Luo, Peng Sun, Kang Li
, Qijun Wang, Shaoting Zhang
:
Learning COVID-19 Pneumonia Lesion Segmentation From Imperfect Annotations via Divergence-Aware Selective Training. 3673-3684 - Adnan Haider
, Muhammad Arsalan
, Young Won Lee, Kang Ryoung Park
:
Deep Features Aggregation-Based Joint Segmentation of Cytoplasm and Nuclei in White Blood Cells. 3685-3696 - Dong-Kyu Kim
, Young-Tak Kim, Hakseung Kim
, Dong-Joo Kim
:
DeepCNAP: A Deep Learning Approach for Continuous Noninvasive Arterial Blood Pressure Monitoring Using Photoplethysmography. 3697-3707 - Pan Yao
, Ning Xue
, Siyuan Yin, Changhua You
, Yusen Guo
, Yi Shi
, Tiezhu Liu
, Lei Yao
, Jun Zhou
, Jianhai Sun, Cheng Dong, Chunxiu Liu
, Ming Zhao:
Multi-Dimensional Feature Combination Method for Continuous Blood Pressure Measurement Based on Wrist PPG Sensor. 3708-3719 - Yaozong Mai
, Zizhao Chen
, Baoxian Yu
, Ye Li
, Zhiqiang Pang, Han Zhang:
Non-Contact Heartbeat Detection Based on Ballistocardiogram Using UNet and Bidirectional Long Short-Term Memory. 3720-3730 - Jingbin Guo, Xiang Chen
, Jiaqi Zhao
, Xu Zhang
, Xun Chen
:
An Effective Photoplethysmography Heart Rate Estimation Framework Integrating Two-Level Denoising Method and Heart Rate Tracking Algorithm Guided by Finite State Machine. 3731-3742 - Cihan Berk Güngör
, Patrick P. Mercier
, Hakan Töreyin
:
A Stochastic Resonance Electrocardiogram Enhancement Algorithm for Robust QRS Detection. 3743-3754 - Junfeng Gao
, Xiangde Min
, Qianruo Kang
, Huifang Si
, Huimiao Zhan, Anne Manyande
, Xuebi Tian, Yinhong Dong, Hua Zheng
, Jian Song
:
Effective Connectivity in Cortical Networks During Deception: A Lie Detection Study Based on EEG. 3755-3766 - Simon Geirnaert
, Tom Francart
, Alexander Bertrand
:
Time-Adaptive Unsupervised Auditory Attention Decoding Using EEG-Based Stimulus Reconstruction. 3767-3778 - Sanjay Chandrasekaran
, Markus J. Lüken
, Steffen Leonhardt
, Uma Gandhi
, Thea Laurentius, Leo Cornelius Bollheimer
, Chuong Ngo
:
Estimation of Step Length With Wearable Thigh Sensor Using an Unscented Kalman Filter. 3779-3790 - Peng Zhang
, Yuting Chen, Fan Lin
, Sifan Wu, Xiaoyun Yang
, Qiang Li
:
Semi-Supervised Learning for Automatic Atrial Fibrillation Detection in 24-Hour Holter Monitoring. 3791-3801 - Eedara Prabhakararao
, Samarendra Dandapat
:
Multi-Scale Convolutional Neural Network Ensemble for Multi-Class Arrhythmia Classification. 3802-3812 - Siqi Zhang
, Jihong Tang
, Jing Huang, Guihai Suo, Zhiyong Zhou
, Bo You
, Yakang Dai
, Yan Liu
:
Whole-Brain Dynamic Resting-State Functional Network Analysis in Benign Epilepsy With Centrotemporal Spikes. 3813-3821 - Tianzhe Bao
, Sheng Quan Xie
, Pengfei Yang
, Ping Zhou
, Zhiqiang Zhang
:
Toward Robust, Adaptiveand Reliable Upper-Limb Motion Estimation Using Machine Learning and Deep Learning-A Survey in Myoelectric Control. 3822-3835 - Kai Li, Jiang Wang
, Zhicai Hu, Bin Deng
, Haitao Yu
:
Gating Attractor Dynamics of Frontal Cortex Under Acupuncture via Recurrent Neural Network. 3836-3847 - Zhilin Guo
, Weiqi Zeng, Taidong Yu, Yan Xu, Yang Xiao
, Xuebing Cao, Zhiguo Cao
:
Vision-Based Finger Tapping Test in Patients With Parkinson's Disease via Spatial-Temporal 3D Hand Pose Estimation. 3848-3859 - Hong Huang
, Ruoyu Wu
, Yuan Li, Chao Peng:
Self-Supervised Transfer Learning Based on Domain Adaptation for Benign-Malignant Lung Nodule Classification on Thoracic CT. 3860-3871 - Jiadong Yang
, Yuhui Tao
, Qiuzhuo Xu, Yuhan Zhang
, Xiao Ma
, Songtao Yuan
, Qiang Chen
:
Self-Supervised Sequence Recovery for Semi-Supervised Retinal Layer Segmentation. 3872-3883 - Ming Fan
, Chengcheng Yuan, Guangyao Huang, Maosheng Xu, Shiwei Wang, Xin Gao
, Lihua Li
:
A Framework for Deep Multitask Learning With Multiparametric Magnetic Resonance Imaging for the Joint Prediction of Histological Characteristics in Breast Cancer. 3884-3895 - Jingfei Hu
, Hua Wang
, Guang Wu, Zhaohui Cao, Lei Mou, Yitian Zhao
, Jicong Zhang
:
Multi-Scale Interactive Network With Artery/Vein Discriminator for Retinal Vessel Classification. 3896-3905 - Md Sanzid Bin Hossain
, Joseph M. Dranetz, Hwan Choi
, Zhishan Guo
:
DeepBBWAE-Net: A CNN-RNN Based Deep SuperLearner for Estimating Lower Extremity Sagittal Plane Joint Kinematics Using Shoe-Mounted IMU Sensors in Daily Living. 3906-3917 - Mona Ashtari-Majlan
, Abbas Seifi
, Mohammad Mahdi Dehshibi
:
A Multi-Stream Convolutional Neural Network for Classification of Progressive MCI in Alzheimer's Disease Using Structural MRI Images. 3918-3926 - Simon Schürer-Waldheim
, Philipp Seeböck
, Hrvoje Bogunovic
, Bianca S. Gerendas, Ursula Schmidt-Erfurth
:
Robust Fovea Detection in Retinal OCT Imaging Using Deep Learning. 3927-3937 - Zhiyang Lu, Jun Li, Chaoyue Wang
, Rongjun Ge, Lili Chen, Hongjian He, Jun Shi:
S2Q-Net: Mining the High-Pass Filtered Phase Data in Susceptibility Weighted Imaging for Quantitative Susceptibility Mapping. 3938-3949 - Wallapak Tavanapong
, Jung-Hwan Oh
, Michael A. Riegler
, Mohammed Khaleel
, Bhuvan Mittal, Piet C. de Groen:
Artificial Intelligence for Colonoscopy: Past, Present, and Future. 3950-3965 - Li Sun
, Junxiang Chen
, Yanwu Xu, Mingming Gong
, Ke Yu
, Kayhan Batmanghelich
:
Hierarchical Amortized GAN for 3D High Resolution Medical Image Synthesis. 3966-3975 - Wenbo Shi
, Tongshuai Xu
, Huan Yang
, Yongming Xi, Yukun Du, Jinhua Li, Jinxu Li:
Attention Gate Based Dual-Pathway Network for Vertebra Segmentation of X-Ray Spine Images. 3976-3987 - Huimin Huang
, Qingqing Chen
, Lanfen Lin
, Ming Cai
, Qiaowei Zhang, Yutaro Iwamoto
, Xianhua Han
, Akira Furukawa, Shuzo Kanasaki, Yen-Wei Chen
, Ruofeng Tong
, Hongjie Hu:
MTL-ABS3Net: Atlas-Based Semi-Supervised Organ Segmentation Network With Multi-Task Learning for Medical Images. 3988-3998 - Kai Han
, Lu Liu
, Yu-Qing Song, Yi Liu, Cheng-Jian Qiu, Yangyang Tang, Qiaoying Teng
, Zhe Liu
:
An Effective Semi-Supervised Approach for Liver CT Image Segmentation. 3999-4007 - Qianyu Wu
, Hui Tang
, Hanxi Liu, Yang Chen
:
Masked Joint Bilateral Filtering via Deep Image Prior for Digital X-Ray Image Denoising. 4008-4019 - Trung-Hieu Hoang
, Mona Zehni
, Huaijin Xu
, George Heintz
, Christopher Zallek
, Minh N. Do
:
Towards a Comprehensive Solution for a Vision-Based Digitized Neurological Examination. 4020-4031 - Huimin Zhao
, Zhenyu Fang, Jinchang Ren
, Calum MacLellan
, Yong Xia
, Shuo Li
, Meijun Sun
, Kevin Ren:
SC2Net: A Novel Segmentation-Based Classification Network for Detection of COVID-19 in Chest X-Ray Images. 4032-4043 - Along Song, Lisheng Xu
, Lu Wang
, Bin Wang, Xiaofan Yang, Bu Xu, Benqiang Yang
, Stephen E. Greenwald
:
Automatic Coronary Artery Segmentation of CCTA Images With an Efficient Feature-Fusion-and-Rectification 3D-UNet. 4044-4055 - Xiejing Li
, Xin Jia, Ting Shen, Mengke Wang, Guang Yang, Hua Wang, Qinli Sun, Mingxi Wan
, Siyuan Zhang
:
Ultrasound Entropy Imaging for Detection and Monitoring of Thermal Lesion During Microwave Ablation of Liver. 4056-4066 - Xiaoxiao Cui
, Yankun Cao
, Zhi Liu
, Xiaoyu Sui, Jia Mi, Yuezhong Zhang
, Lizhen Cui
, Shuo Li
:
TRSA-Net: Task Relation Spatial Co-Attention for Joint Segmentation, Quantification and Uncertainty Estimation on Paired 2D Echocardiography. 4067-4078 - Ankit Gupta
, Alan Sabirsh
, Carolina Wählby
, Ida-Maria Sintorn
:
SimSearch: A Human-in-The-Loop Learning Framework for Fast Detection of Regions of Interest in Microscopy Images. 4079-4089 - Guanghui Yue
, Wanwan Han, Bin Jiang
, Tianwei Zhou, Runmin Cong
, Tianfu Wang
:
Boundary Constraint Network With Cross Layer Feature Integration for Polyp Segmentation. 4090-4099 - Huifeng Zhang
, Zhen Zhou
, Lei Ding, Chuangxin Wu, Meihui Qiu, Yueqi Huang, Feng Jin, Ting Shen, Yao Yang, Li-Ming Hsu, Jinhong Wang, Han Zhang
, Dinggang Shen
, Daihui Peng
:
Divergent and Convergent Imaging Markers Between Bipolar and Unipolar Depression Based on Machine Learning. 4100-4110 - Weisen Wang
, Xirong Li
, Zhiyan Xu, Weihong Yu, Jianchun Zhao, Dayong Ding, Youxin Chen:
Learning Two-Stream CNN for Multi-Modal Age-Related Macular Degeneration Categorization. 4111-4122 - Shangxuan Li
, Yanyan Xie, Guangyi Wang, Lijuan Zhang
, Wu Zhou
:
Adaptive Multimodal Fusion With Attention Guided Deep Supervision Net for Grading Hepatocellular Carcinoma. 4123-4131 - Chuanqing Wang
, Jie Yang
, Mohamad Sawan
:
NeuroSEE: A Neuromorphic Energy-Efficient Processing Framework for Visual Prostheses. 4132-4141 - Lizong Deng
, Xu Zhang
, Tao Yang
, Mi Liu
, Luming Chen
, Taijiao Jiang
:
PIAT: An Evolutionarily Intelligent System for Deep Phenotyping of Chinese Electronic Health Records. 4142-4152 - Loukas Ilias
, Dimitris Askounis:
Explainable Identification of Dementia From Transcripts Using Transformer Networks. 4153-4164 - Ruichen Liu
, Zhelong Wang
, Sen Qiu
, Hongyu Zhao
, Cui Wang, Xin Shi
, Fang Lin:
A Wearable Gait Analysis and Recognition Method for Parkinson's Disease Based on Error State Kalman Filter. 4165-4175 - Yi Liu
, Shuxiang Guo
, Ziyi Yang
, Hideyuki Hirata, Takashi Tamiya:
A Home-based Tele-rehabilitation System With Enhanced Therapist-patient Remote Interaction: A Feasibility Study. 4176-4186 - Andrea Moglia
, Konstantinos Georgiou
, Blagoi Marinov, Evangelos Georgiou
, Raffaella Nice Berchiolli, Richard M. Satava
, Alfred Cuschieri
:
5G in Healthcare: From COVID-19 to Future Challenges. 4187-4196 - Sumeet Kalia
, Olli Saarela, Tao Chen, Braden O'Neill, Christopher Meaney
, Jessica L. Gronsbell, Ervin Sejdic, Michael D. Escobar, Babak Aliarzadeh
, Rahim Moineddin
, Conrad Pow, Frank M. Sullivan
, Michelle Greiver
:
Marginal Structural Models Using Calibrated Weights With SuperLearner: Application to Type II Diabetes Cohort. 4197-4206 - Diana F. Sousa
, Francisco M. Couto
:
Biomedical Relation Extraction With Knowledge Graph-Based Recommendations. 4207-4217 - Ricardo Cardoso Pereira
, Pedro Henriques Abreu
, Pedro Pereira Rodrigues
:
Partial Multiple Imputation With Variational Autoencoders: Tackling Not at Randomness in Healthcare Data. 4218-4227 - Julio J. Portella
, Brian J. Andonian
, Donald E. Brown
, Joao Mansur, Derek Wales, Vivian L. West
, William E. Kraus
, William Ed Hammond:
Using Machine Learning to Identify Organ System Specific Limitations to Exercise via Cardiopulmonary Exercise Testing. 4228-4237 - Jiechao Gao
, Tu N. Nguyen
, Gunasekaran Manogaran, Ankit Chaudhary, Gai-Ge Wang:
Redemptive Resource Sharing and Allocation Scheme for Internet of Things-Assisted Smart Healthcare Systems. 4238-4247 - Caogen Hong
, Fan Yi
, Zhengxing Huang
:
Deep-CSA: Deep Contrastive Learning for Dynamic Survival Analysis With Competing Risks. 4248-4257 - Shuhui Liu, Bo Fu
, Wen Wang
, Mei Liu, Xin Sun:
Dynamic Sepsis Prediction for Intensive Care Unit Patients Using XGBoost-Based Model With Novel Time-Dependent Features. 4258-4269 - Yurim Lee
, Eunji Jun
, Jaehun Choi
, Heung-Il Suk
:
Multi-View Integrative Attention-Based Deep Representation Learning for Irregular Clinical Time-Series Data. 4270-4280 - Arash Golibagh Mahyari
, Peter Pirolli, Jacqueline A. LeBlanc:
Real-Time Learning from an Expert in Deep Recommendation Systems with Application to mHealth for Physical Exercises. 4281-4290 - Shuo Liu
, Adria Mallol-Ragolta
, Tianhao Yan
, Kun Qian
, Emilia Parada-Cabaleiro, Bin Hu
, Björn W. Schuller
:
Capturing Time Dynamics From Speech Using Neural Networks for Surgical Mask Detection. 4291-4302 - Zetian Zheng
, Weidun Xie
, Xingjian Chen
, Fuzhou Wang
, Lei Huang
, Xiangtao Li
, Qiuzhen Lin
, Ka-Chun Wong
:
Subclass-Specific Prognosis and Treatment Efficacy Inference in Head and Neck Squamous Carcinoma. 4303-4313 - Fang Lin
, Zhelong Wang
, Hongyu Zhao
, Sen Qiu
, Xin Shi
, Lina Wu, Raffaele Gravina
, Giancarlo Fortino
:
Adaptive Multi-Modal Fusion Framework for Activity Monitoring of People With Mobility Disability. 4314-4324 - Ni Liao, Jian Dai, Yao Tang, Qiaoyong Zhong
, Shuixue Mo:
iCVM: An Interpretable Deep Learning Model for CVM Assessment Under Label Uncertainty. 4325-4334 - Weidun Xie
, Zetian Zheng
, Weitong Zhang
, Lei Huang
, Qiuzhen Lin
, Ka-Chun Wong
:
SRG-Vote: Predicting Mirna-Gene Relationships via Embedding and LSTM Ensemble. 4335-4344 - Jiawei Luo
, Wenjue Ouyang
, Cong Shen
, Jie Cai:
Multi-Relation Graph Embedding for Predicting miRNA-Target Gene Interactions by Integrating Gene Sequence Information. 4345-4353
Volume 26, Number 9, September 2022
- Tao Tan, Ravi Soni, Jungong Han, Shuo Li
:
Guest Editorial Artificial Intelligence in Pre-DICOM. 4357-4358 - Jiarui Sun
, Zhan Wu, Zechen Yu, Huanji Chen, Changping Du, Liang Xu, Jian Zhong, Juan Feng, Gouenou Coatrieux
, Jean-Louis Coatrieux
, Yang Chen
:
Automatic Video Analysis Framework for Exposure Region Recognition in X-Ray Imaging Automation. 4359-4370 - Haining Wei
, Zhongsen Li, Shuai Wang
, Rui Li:
Undersampled Multi-Contrast MRI Reconstruction Based on Double-Domain Generative Adversarial Network. 4371-4377 - Wenjin Wang
, Steffen Weiss
, Albertus C. den Brinker
, Jan Hendrik Wuelbern
, Albert Garcia i Tormo, Ioannis Pappous, Julien Sénégas:
Fundamentals of Camera-PPG Based Magnetic Resonance Imaging. 4378-4389 - Heng Liu
, Jianyong Liu
, Feng Chen, Caifeng Shan
:
Progressive Residual Learning With Memory Upgrade for Ultrasound Image Blind Super-Resolution. 4390-4401 - Huaying Hao
, Cong Xu, Dan Zhang, Qifeng Yan, Jiong Zhang
, Yue Liu
, Yitian Zhao
:
Sparse-Based Domain Adaptation Network for OCTA Image Super-Resolution Reconstruction. 4402-4413 - Ahnryul Choi, Euyhyun Park
, Tae Hyong Kim
, Gi Jung Im
, Joung Hwan Mun
:
A Novel Optimization-Based Convolution Neural Network to Estimate the Contribution of Sensory Inputs to Postural Stability During Quiet Standing. 4414-4425 - Monika Butkuviene
, Egle Tamuleviciute-Prasciene
, Aurelija Beigiene
, Vitalija Barasaite, Daivaras Sokas
, Raimondas Kubilius, Andrius Petrenas
:
Wearable-Based Assessment of Frailty Trajectories During Cardiac Rehabilitation After Open-Heart Surgery. 4426-4435 - Mastaneh Torkamani-Azar
, Ahreum Lee
, Roman Bednarik
:
Methods and Measures for Mental Stress Assessment in Surgery: A Systematic Review of 20 Years of Literature. 4436-4449 - Ali Wajdan
, Tollef Struksnes Jahren
, Manuel Villegas-Martínez
, Faraz H. Khan, Per Steinar Halvorsen, Hans Henrik Odland
, Ole Jakob Elle, Anne H. Schistad Solberg
, Espen W. Remme
:
Automatic Detection of Aortic Valve Events Using Deep Neural Networks on Cardiac Signals From Epicardially Placed Accelerometer. 4450-4461 - Akram Fatayer
, Wenpeng Gao
, Yili Fu
:
sEMG-Based Gesture Recognition Using Deep Learning From Noisy Labels. 4462-4473 - Weichang Ding, Jun Wang
, Weijun Zhou, Shichong Zhou, Cai Chang, Jun Shi
:
Joint Localization and Classification of Breast Cancer in B-Mode Ultrasound Imaging via Collaborative Learning With Elastography. 4474-4485 - Shuhao Zheng
, Guoyan Liang, Junying Chen
, Qifei Duan, Yunbing Chang:
Severity Assessment of Cervical Spondylotic Myelopathy Based on Intelligent Video Analysis. 4486-4496 - Mingyuan Meng
, Bingxin Gu
, Lei Bi
, Shaoli Song, David Dagan Feng
, Jinman Kim
:
DeepMTS: Deep Multi-Task Learning for Survival Prediction in Patients With Advanced Nasopharyngeal Carcinoma Using Pretreatment PET/CT. 4497-4507 - Yuting Shi
, Steven Cao, Xu Li
, Ruimin Feng, Jie Zhuang, Yuyao Zhang
, Chunlei Liu, Hongjiang Wei
:
Regularized Asymmetric Susceptibility Tensor Imaging in the Human Brain in Vivo. 4508-4518 - Hao Fu
, Guotai Wang
, Wenhui Lei, Wei Xu
, Qianfei Zhao, Shichuan Zhang, Kang Li
, Shaoting Zhang
:
HMRNet: High and Multi-Resolution Network With Bidirectional Feature Calibration for Brain Structure Segmentation in Radiotherapy. 4519-4529 - Barlo Hillen
, Daniel Andrés López
, Elmar Schömer
, Markus Nägele
, Perikles Simon
:
Towards Exercise Radiomics: Deep Neural Network-Based Automatic Analysis of Thermal Images Captured During Exercise. 4530-4540 - Ilya Pershin
, Maksim Kholiavchenko, Bulat Maksudov, Tamerlan Mustafaev, Dilyara Ibragimova, Bulat Ibragimov
:
Artificial Intelligence for the Analysis of Workload-Related Changes in Radiologists' Gaze Patterns. 4541-4550 - Yiwen Ye
, Chengwei Pan
, Yicheng Wu
, Shuqi Wang, Yong Xia
:
MFI-Net: Multiscale Feature Interaction Network for Retinal Vessel Segmentation. 4551-4562 - Haichun Li
, Qilong Song, Dongqi Gui, Minghui Wang
, Xuhong Min
, Ao Li
:
Reconstruction-Assisted Feature Encoding Network for Histologic Subtype Classification of Non-Small Cell Lung Cancer. 4563-4574 - Fanwen Wang
, Hui Zhang
, Fei Dai, Weibo Chen
, Shuai Xu, Zidong Yang, Dinggang Shen
, Chengyan Wang
, He Wang
:
Multiple B-Value Model-Based Residual Network (MORN) for Accelerated High-Resolution Diffusion-Weighted Imaging. 4575-4586 - Zhaodong Sun
, Juhani Junttila, Mikko Tulppo, Tapio Seppänen
, Xiaobai Li
:
Non-Contact Atrial Fibrillation Detection From Face Videos by Learning Systolic Peaks. 4587-4598 - Sukesh Adiga V
, Jose Dolz
, Herve Lombaert
:
Attention-Based Dynamic Subspace Learners for Medical Image Analysis. 4599-4610 - Maral Rasoolijaberi, Morteza Babaie
, Abtin Riasatian, Sobhan Hemati, Parsa Ashrafi, Ricardo Gonzalez
, Hamid R. Tizhoosh
:
Multi-Magnification Image Search in Digital Pathology. 4611-4622 - Wentao Liu
, Huihua Yang
, Tong Tian, Zhiwei Cao
, Xipeng Pan, Weijin Xu
, Yang Jin, Feng Gao:
Full-Resolution Network and Dual-Threshold Iteration for Retinal Vessel and Coronary Angiograph Segmentation. 4623-4634 - Miao Zhang
, Liangqiong Qu
, Praveer Singh, Jayashree Kalpathy-Cramer, Daniel L. Rubin
:
SplitAVG: A Heterogeneity-Aware Federated Deep Learning Method for Medical Imaging. 4635-4644 - Zhuo Deng
, Yuanhao Cai
, Lu Chen, Zheng Gong, Qiqi Bao
, Xue Yao, Dong Fang, Wenming Yang, Shaochong Zhang, Lan Ma:
RFormer: Transformer-Based Generative Adversarial Network for Real Fundus Image Restoration on a New Clinical Benchmark. 4645-4655 - Jia Wu
, Pei Xiao
, Haojie Huang
, Fangfang Gou
, Zhixun Zhou, Zhehao Dai
:
An Artificial Intelligence Multiprocessing Scheme for the Diagnosis of Osteosarcoma MRI Images. 4656-4667 - Jian Qin
, Yongjun He
, Jinping Ge
, Yiqin Liang
:
A Multi-Task Feature Fusion Model for Cervical Cell Classification. 4668-4678 - Saban Öztürk
, Tolga Çukur
:
Deep Clustering via Center-Oriented Margin Free-Triplet Loss for Skin Lesion Detection in Highly Imbalanced Datasets. 4679-4690 - Qian Rong, Shuai Ding
, Zijie Yue
, Yaping Wang, Linjie Wang
, Xi Zheng
, Yinghui Li
:
Non-Contact Negative Mood State Detection Using Reliability-Focused Multi-Modal Fusion Model. 4691-4701 - Min Hyuk Lim
, Young Min Cho
, Sungwan Kim
:
Multi-Task Disentangled Autoencoder for Time-Series Data in Glucose Dynamics. 4702-4713 - Zhilin Yong
, Li Luo, Yonghong Gu
, Chunyang Li:
Bayesian Comorbidity Network and Cost Analysis for Asthma. 4714-4724 - Shu Wang
, Céline Lafaye, Mathieu Saubade
, Cyril Besson
, Josep Maria Margarit-Taulé
, Vincent Gremeaux, Shih-Chii Liu
:
Predicting Hydration Status Using Machine Learning Models From Physiological and Sweat Biomarkers During Endurance Exercise: A Single Case Study. 4725-4732 - Nils Roth
, Martin Ullrich
, Arne Küderle
, Till Gladow, Franz Marxreiter
, Heiko Gassner
, Felix Kluge
, Jochen Klucken
, Bjoern M. Eskofier
:
Real-World Stair Ambulation Characteristics Differ Between Prospective Fallers and Non-Fallers in Parkinson's Disease. 4733-4742 - Emilia Fushimi
, Hernán De Battista
, Fabricio Garelli
:
A Dual-Hormone Multicontroller for Artificial Pancreas Systems. 4743-4750 - Fabio Dell'Agnola
, Ping-Keng Jao
, Adriana Arza
, Ricardo Chavarriaga
, José del R. Millán
, Dario Floreano
, David Atienza
:
Machine-Learning Based Monitoring of Cognitive Workload in Rescue Missions With Drones. 4751-4762 - Chamani Shiranthika
, Kuo-Wei Chen, Chung-Yih Wang, Chan-Yun Yang
, B. H. Sudantha
, Wei-Fu Li:
Supervised Optimal Chemotherapy Regimen Based on Offline Reinforcement Learning. 4763-4772 - Jeng-Lin Li
, Yun-Chun Lin
, Yu-Fen Wang, Sara A. Monaghan, Bor-Sheng Ko
, Chi-Chun Lee
:
A Chunking-for-Pooling Strategy for Cytometric Representation Learning for Automatic Hematologic Malignancy Classification. 4773-4784 - Saransh Gupta
, Haswanth Vundavilli
, Rodolfo S. Allendes Osorio
, Mari N. Itoh
, Attayeb Mohsen
, Aniruddha Datta
, Kenji Mizuguchi
, Lokesh P. Tripathi
:
Integrative Network Modeling Highlights the Crucial Roles of Rho-GDI Signaling Pathway in the Progression of non-Small Cell Lung Cancer. 4785-4793 - Jiazhou Chen, Jie Huang, Yi Liao, Lei Zhu, Hongmin Cai
:
Identify Multiple Gene-Drug Common Modules via Constrained Graph Matching. 4794-4805
Volume 26, Number 10, October 2022
- Muhammad Tanveer
, Chin-Teng Lin
, Amit Kumar Singh
:
Guest Editorial Advanced Machine Learning Algorithms for Biomedical Data and Imaging. 4809-4813 - Sibo Qiao
, Shanchen Pang
, Gang Luo
, Silin Pan
, Taotao Chen, Zhihan Lv
:
FLDS: An Intelligent Feature Learning Detection System for Visualizing Medical Images Supporting Fetal Four-Chamber Views. 4814-4825 - S. M. A. Sharif
, Rizwan Ali Naqvi
, Mithun Biswas, Woong-Kee Loh
:
Deep Perceptual Enhancement for Medical Image Analysis. 4826-4836 - Ankit Gupta
, Antonio G. Ravelo-García
, Fernando Morgado Dias
:
A Motion and Illumination Resistant Non-Contact Method Using Undercomplete Independent Component Analysis and Levenberg-Marquardt Algorithm. 4837-4848 - Weikai Li
, Yu-Chen Chen
, Xiao-Wen Xu
, Xiao Wang
, Xin Gao:
Human-Guided Functional Connectivity Network Estimation for Chronic Tinnitus Identification: A Modularity View. 4849-4858 - Wei Shao
, Zhiyang You
, Lesheng Liang, Xiping Hu
, Chengming Li
, Wei Wang
, Bin Hu
:
A Multi-Modal Gait Analysis-Based Detection System of the Risk of Depression. 4859-4868 - Edoardo Prezioso
, Stefano Izzo
, Fabio Giampaolo
, Francesco Piccialli
, Giovanni Dell'Aversana Orabona
, Renato Cuocolo
, V. Abbate
, Lorenzo Ugga
, L. Califano:
Predictive Medicine for Salivary Gland Tumours Identification Through Deep Learning. 4869-4879 - Ziyue Yang
, Yu Tian
, Tianshu Zhou, Yilin Zhu, Ping Zhang, Jianghua Chen, Jingsong Li
:
Optimization of Dry Weight Assessment in Hemodialysis Patients via Reinforcement Learning. 4880-4891 - Ihsan Dag, Linda Greta Dui
, Simona Ferrante
, Alessandra Pedrocchi
, Alberto Antonietti
:
Leveraging Deep Learning Techniques to Improve P300-Based Brain Computer Interfaces. 4892-4902 - Anand Shankar
, Samarendra Dandapat
, Shovan Barma
:
Seizure Types Classification by Generating Input Images With in-Depth Features From Decomposed EEG Signals for Deep Learning Pipeline. 4903-4912 - Phattarapong Sawangjai, Manatsanan Trakulruangroj, Chiraphat Boonnag
, Maytus Piriyajitakonkij
, Rajesh Kumar Tripathy
, Thapanun Sudhawiyangkul
, Theerawit Wilaiprasitporn
:
EEGANet: Removal of Ocular Artifacts From the EEG Signal Using Generative Adversarial Networks. 4913-4924 - Qiao Yu
, Rui Wang
, Jia Liu, Long Hu
, Min Chen
, Zhongchun Liu:
GNN-Based Depression Recognition Using Spatio-Temporal Information: A fNIRS Study. 4925-4935 - Gengyuan Wang, Xiaolong Zeng, Guanquan Lai, Guoqing Zhong, Ke Ma
, Yu Zhang
:
Efficient Subject-Independent Detection of Anterior Cruciate Ligament Deficiency Based on Marine Predator Algorithm and Support Vector Machine. 4936-4947 - Jing Huang
, Lifeng Ren
, Xiaokang Zhou
, Ke Yan
:
An Improved Neural Network Based on SENet for Sleep Stage Classification. 4948-4956 - Richa Dhanuka
, Anushree Tripathi, Jyoti Prakash Singh
:
A Semi-Supervised Autoencoder-Based Approach for Protein Function Prediction. 4957-4965 - Ruobin Gao
, Wen Xin Cheng
, Ponnuthurai N. Suganthan
, Kum Fai Yuen
:
Inpatient Discharges Forecasting for Singapore Hospitals by Machine Learning. 4966-4975 - Kai Yao
, Zixian Su
, Kaizhu Huang
, Xi Yang
, Jie Sun, Amir Hussain, Frans Coenen
:
A Novel 3D Unsupervised Domain Adaptation Framework for Cross-Modality Medical Image Segmentation. 4976-4986 - Zhaocheng Yu, Junxin Chen
, Yu Liu, Yongyong Chen
, Tingting Wang
, Robert M. Nowak
, Zhihan Lv
:
DDCNN: A Deep Learning Model for AF Detection From a Single-Lead Short ECG Signal. 4987-4995 - Ruilin Li
, Lipo Wang
, Ponnuthurai N. Suganthan
, Olga Sourina
:
Sample-Based Data Augmentation Based on Electroencephalogram Intrinsic Characteristics. 4996-5003 - Amin Ul Haq
, Jianping Li
, Bless Lord Y. Agbley
, Asif Khan
, Inayat Khan
, Muhammad Irfan Uddin
, Shakir Khan
:
IIMFCBM: Intelligent Integrated Model for Feature Extraction and Classification of Brain Tumors Using MRI Clinical Imaging Data in IoT-Healthcare. 5004-5012 - Linsen Xie
, Wentian Cai
, Ying Gao
:
DMCGNet: A Novel Network for Medical Image Segmentation With Dense Self-Mimic and Channel Grouping Mechanism. 5013-5024 - Min Liu
, Lanlan Hu
, Ying Tang
, Chu Wang, Yu He, Chunyan Zeng, Kun Lin, Zhizi He, Wujie Huo:
A Deep Learning Method for Breast Cancer Classification in the Pathology Images. 5025-5032 - Xianghao Zhan
, Fanjin Wang
, Olivier Gevaert
:
Reliably Filter Drug-Induced Liver Injury Literature With Natural Language Processing and Conformal Prediction. 5033-5041 - Houbing Song
, Yuan Zhang
, José Neuman de Souza
, Jianqiang Li
:
Guest Editorial AI-Driven Synthetic Biology for Human Wellbeing. 5042-5043 - Chunyan Li
, Wei Wei
, Jin Li
, Junfeng Yao
, Xiangxiang Zeng
, Zhihan Lv
:
3DMol-Net: Learn 3D Molecular Representation Using Adaptive Graph Convolutional Network Based on Rotation Invariance. 5044-5054 - Liu Chang
, Jia Wu
, Nour Moustafa
, Ali Kashif Bashir
, Keping Yu
:
AI-Driven Synthetic Biology for Non-Small Cell Lung Cancer Drug Effectiveness-Cost Analysis in Intelligent Assisted Medical Systems. 5055-5066 - Ritesh Sharma
, Sameer Shrivastava
, Sanjay Kumar Singh
, Abhinav Kumar
, Amit Kumar Singh
, Sonal Saxena:
Deep-AVPpred: Artificial Intelligence Driven Discovery of Peptide Drugs for Viral Infections. 5067-5074 - Lei Wang
, Leon Wong, Zhu-Hong You
, De-Shuang Huang, Xiao-Rui Su
, Bo-Wei Zhao
:
NSECDA: Natural Semantic Enhancement for CircRNA-Disease Association Prediction. 5075-5084 - Xugang Xi
, Jinsuo Ding
, Junhong Wang
, Yun-Bo Zhao
, Ting Wang, Wanzeng Kong
, Jingqi Li:
Analysis of Functional Corticomuscular Coupling Based on Multiscale Transfer Spectral Entropy. 5085-5096 - Hong Wang
, Peiqi Kang
, Qinghua Gao, Shuo Jiang
, Peter B. Shull
:
A Novel PPG-FMG-ACC Wristband for Hand Gesture Recognition. 5097-5108 - Maria N. Moussa
, Mervat Madi
, Karim Y. Kabalan
:
Breast Tumor Detection, Sizing and Localization Using a 24-Element Antenna Array. 5109-5121 - Min Wang
, Bixiao Cui
, Yi Shan, Hongwei Yang, Zhuangzhi Yan
, Lalith Kumar Shiyam Sundar, Ian Alberts, Axel Rominger
, Thomas Wendler
, Kuangyu Shi
, Yan Ma, Jiehui Jiang
, Jie Lu
:
Non-Invasive Glucose Metabolism Quantification Method Based on Unilateral ICA Image Derived Input Function by Hybrid PET/MR in Ischemic Cerebrovascular Disease. 5122-5129 - Bo Hu
, Shenglong Zhou
, Zhiwei Xiong
, Feng Wu:
Recursive Decomposition Network for Deformable Image Registration. 5130-5141 - Baolian Qi, Gangming Zhao
, Xin Wei, Changde Du, Chengwei Pan
, Yizhou Yu
, Jinpeng Li
:
GREN: Graph-Regularized Embedding Network for Weakly-Supervised Disease Localization in X-Ray Images. 5142-5153 - Wenjian Sun
, Dongsheng Wu, Yang Luo
, Lu Liu, Hongjing Zhang, Shuang Wu, Yan Zhang, Chenglong Wang, Houjun Zheng, Jiang Shen, Chunbo Luo
:
A Fully Deep Learning Paradigm for Pneumoconiosis Staging on Chest Radiographs. 5154-5164 - Yineng Hua, Zengqiang Yan
, Zhuo Kuang
, Hang Zhang, Xianbo Deng
, Li Yu
:
Symmetry-Aware Deep Learning for Cerebral Ventricle Segmentation With Intra-Ventricular Hemorrhage. 5165-5176 - Xiangyu Xiong
, Yan Ding, Chuanqi Sun
, Zhuoneng Zhang, Xiuhong Guan
, Tianjing Zhang, Hao Chen
, Hongyan Liu, Zhangbo Cheng, Lei Zhao, Xiaohai Ma, Guoxi Xie
:
A Cascaded Multi-Task Generative Framework for Detecting Aortic Dissection on 3-D Non-Contrast-Enhanced Computed Tomography. 5177-5188 - Wenting Chen
, Yifan Liu
, Jiancong Hu, Yixuan Yuan
:
Dynamic Depth-Aware Network for Endoscopy Super-Resolution. 5189-5200 - Yifan Wu, Min Zeng
, Ying Yu, Yaohang Li
, Min Li
:
A Pseudo Label-Wise Attention Network for Automatic ICD Coding. 5201-5212 - Alphanie Midelet
, Sébastien Bailly
, Jean-Christian Borel, Ronan Le Hy, Marie-Caroline Schaeffer, Sebastien Baillieul
, Renaud Tamisier, Jean Louis Pépin:
Bayesian Structural Time Series With Synthetic Controls for Evaluating the Impact of Mask Changes in Residual Apnea-Hypopnea Index Telemonitoring Data. 5213-5222 - Yin Tang
, Lei Zhang
, Hao Wu
, Jun He
, Aiguo Song
:
Dual-Branch Interactive Networks on Multichannel Time Series for Human Activity Recognition. 5223-5234 - Yuzhou Wu
, Zhigang Chen
, Xin Yao
, Xuechen Chen, Zeren Zhou, Jinkai Xue:
JAN: Joint Attention Networks for Automatic ICD Coding. 5235-5246 - Min Tan
, Huixian Peng, Xiaokun Liang
, Yaoqin Xie
, Zeyang Xia
, Jing Xiong
:
LSTformer: Long Short-Term Transformer for Real Time Respiratory Prediction. 5247-5257 - Chen Wang, Junyin Zhang, Li Cheng, Jiawei Wu, Minfeng Xiao
, Junfeng Xia
, Yannan Bin
:
DPProm: A Two-Layer Predictor for Identifying Promoters and Their Types on Phage Genome Using Deep Learning. 5258-5266 - Jonathan A. Handler
, Craig Feied
, Michael T. Gillam
:
Novel Techniques to Assess Predictive Systems and Reduce Their Alarm Burden. 5267-5278
Volume 26, Number 11, November 2022
- Francesco Pappalardo
, John Wilkinson, Francois Busquet, Antoine Bril, Mark Palmer, Kenneth B. Walker, Cristina Curreli
, Giulia Russo
, Thierry Marchal, Elena Toschi
, Rossana Alessandrello
, Vincenzo Costignola, Ingrid Klingmann, Martina Contin, Bernard Staumont
, Matthias Woiczinski
, Christian Kaddick
, Valentina Di Salvatore, Alessandra Aldieri
, Liesbet Geris
, Marco Viceconti
:
Toward A Regulatory Pathway for the Use of in Silico Trials in the CE Marking of Medical Devices. 5282-5286 - Shuihua Wang, Zhengchao Dong, Zheng Zhang, Yuankai Huo
, M. Emre Celebi
, Caifeng Shan:
Guest Editorial Emerging Challenges for Deep Learning. 5287-5288 - Xin Zhang
, Liangxiu Han
, Wenyong Zhu
, Liang Sun
, Daoqiang Zhang
:
An Explainable 3D Residual Self-Attention Deep Neural Network for Joint Atrophy Localization and Alzheimer's Disease Diagnosis Using Structural MRI. 5289-5297 - Guokai Zhang
, Xiaoang Shen, Yudong Zhang
, Ye Luo
, Jihao Luo, Dandan Zhu
, Hanmei Yang, Weigang Wang, Binghui Zhao, Jianwei Lu
:
Cross-Modal Prostate Cancer Segmentation via Self-Attention Distillation. 5298-5309 - Feiyi Fang
, Yazhou Yao
, Tao Zhou
, Guo-Sen Xie
, Jianfeng Lu
:
Self-Supervised Multi-Modal Hybrid Fusion Network for Brain Tumor Segmentation. 5310-5320 - Shuaiqi Liu
, Xu Wang, Ling Zhao, Bing Li
, Weiming Hu
, Jie Yu, Yudong Zhang
:
3DCANN: A Spatio-Temporal Convolution Attention Neural Network for EEG Emotion Recognition. 5321-5331 - J. M. Górriz
, Carmen Jimenez-Mesa
, Fermín Segovia
, Javier Ramírez
, John Suckling
:
A Connection Between Pattern Classification by Machine Learning and Statistical Inference With the General Linear Model. 5332-5343 - Siying Chen
, Minghui Liu
, Pan Deng, Jiali Deng
, Yi Yuan, Xuan Cheng, Tianshu Xie
, Libo Xie, Wei Zhang, Haigang Gong
, Xiaomin Wang, Lifeng Xu, Hong Pu, Ming Liu
:
Reinforcement Learning Based Diagnosis and Prediction for COVID-19 by Optimizing a Mixed Cost Function From CT Images. 5344-5354 - Amogh Manoj Joshi
, Deepak Ranjan Nayak
:
MFL-Net: An Efficient Lightweight Multi-Scale Feature Learning CNN for COVID-19 Diagnosis From CT Images. 5355-5363 - Tusar Kanti Dash
, Chinmay Chakraborty
, Satyajit Mahapatra
, Ganapati Panda
:
Gradient Boosting Machine and Efficient Combination of Features for Speech-Based Detection of COVID-19. 5364-5371 - Massimo Walter Rivolta
, Juan Pablo Martínez
, Roberto Sassi
, Pablo Laguna
:
Spatial Correlation Between Myocyte's Repolarization Times and Their Alternans Drives T-Wave Alternans on the ECG. 5372-5383 - Zongtian Yin
, Hanwei Chen
, Xingchen Yang
, Yifan Liu, Ning Zhang, Jianjun Meng
, Honghai Liu:
A Wearable Ultrasound Interface for Prosthetic Hand Control. 5384-5393 - Yu Huang
, Gary G. Yen
, Vincent S. Tseng
:
A Novel Constraint-Based Knee- Guided Neuroevolutionary Algorithm for Context-Specific ECG Early Classification. 5394-5405 - Lin Feng
, Cheng Cheng
, Mingyan Zhao, Huiyuan Deng
, Yong Zhang
:
EEG-Based Emotion Recognition Using Spatial-Temporal Graph Convolutional LSTM With Attention Mechanism. 5406-5417 - Yulin Sun
, Weipeng Jin, Xiaopeng Si
, Xingjian Zhang, Jiale Cao
, Le Wang, Shaoya Yin, Dong Ming
:
Continuous Seizure Detection Based on Transformer and Long-Term iEEG. 5418-5427 - Minsoo Yeo
, Hoonsuk Byun, Jiyeon Lee
, Jungick Byun
, Hak-Young Rhee
, Wonchul Shin
, Heenam Yoon
:
Robust Method for Screening Sleep Apnea With Single-Lead ECG Using Deep Residual Network: Evaluation With Open Database and Patch-Type Wearable Device Data. 5428-5438 - Robin Kraft
, Fabian Hofmann
, Manfred Reichert
, Rüdiger Pryss
:
Dealing With Inaccurate Sensor Data in the Context of Mobile Crowdsensing and mHealth. 5439-5449 - Ping Shi
, Xinran Zhang
, Wei Li, Hongliu Yu
:
Improving the Robustness and Adaptability of sEMG-Based Pattern Recognition Using Deep Domain Adaptation. 5450-5460 - Shurun Wang
, Hao Tang
, Lifu Gao, Qi Tan
:
Continuous Estimation of Human Joint Angles From sEMG Using a Multi-Feature Temporal Convolutional Attention-Based Network. 5461-5472 - Ying-Sheng Lin, Yi-Pao Wu, Yi-Chung Wu
, Pei-Lin Lee
, Chia-Hsiang Yang
:
Achieving Accurate Automatic Sleep Apnea/Hypopnea Syndrome Assessment Using Nasal Pressure Signal. 5473-5481 - Jonathan Martinez
, Zhale Nowroozilarki, Roozbeh Jafari
, Bobak J. Mortazavi
:
Data-Driven Guided Attention for Analysis of Physiological Waveforms With Deep Learning. 5482-5493 - Anviti Pandey, Sanjay Kumar Singh
, Sandeep S. Udmale
, Kaushal K. Shukla
:
Epileptic Seizure Classification Using Battle Royale Search and Rescue Optimization-Based Deep LSTM. 5494-5505 - Yu Bai
, Yue Mi, Yihan Su
, Bo Zhang
, Zheng Zhang
, Jingyun Wu, Haiwen Huang, Yongping Xiong, Xiangyang Gong
, Wendong Wang
:
A Scalable Graph-Based Framework for Multi-Organ Histology Image Classification. 5506-5517 - Uday Kamal
, Mohammad Zunaed
, Nusrat Binta Nizam, Taufiq Hasan
:
Anatomy-XNet: An Anatomy Aware Convolutional Neural Network for Thoracic Disease Classification in Chest X-Rays. 5518-5528 - Jeong-Won Jeong
, Min-Hee Lee, Naoto Kuroda
, Kazuki Sakakura
, Nolan O'Hara
, Csaba Juhász
, Eishi Asano
:
Multi-Scale Deep Learning of Clinically Acquired Multi-Modal MRI Improves the Localization of Seizure Onset Zone in Children With Drug-Resistant Epilepsy. 5529-5539 - Bin Pu
, Yuhuan Lu, Jianguo Chen, Shengli Li
, Ningbo Zhu, Wei Wei
, Kenli Li
:
MobileUNet-FPN: A Semantic Segmentation Model for Fetal Ultrasound Four-Chamber Segmentation in Edge Computing Environments. 5540-5550 - Dianlin Hu
, Yikun Zhang
, Jin Liu
, Yi Zhang
, Jean-Louis Coatrieux
, Yang Chen
:
PRIOR: Prior-Regularized Iterative Optimization Reconstruction For 4D CBCT. 5551-5562 - Ziqiang Ling
, Shun Yang, Fangfang Gou
, Zhehao Dai
, Jia Wu
:
Intelligent Assistant Diagnosis System of Osteosarcoma MRI Image Based on Transformer and Convolution in Developing Countries. 5563-5574 - Furkan Eren, Mete Aslan
, Dilek Kanarya
, Yigit Uysalli, Musa Aydin
, Berna Kiraz
, Omer Aydin
, Alper Kiraz
:
DeepCAN: A Modular Deep Learning System for Automated Cell Counting and Viability Analysis. 5575-5583 - Guofen Wang, Weisheng Li
, Jiao Du
, Bin Xiao
, Xinbo Gao
:
Medical Image Fusion and Denoising Algorithm Based on a Decomposition Model of Hybrid Variation-Sparse Representation. 5584-5595 - Jeffry Wicaksana
, Zengqiang Yan
, Xin Yang
, Yang Liu
, Lixin Fan, Kwang-Ting Cheng
:
Customized Federated Learning for Multi-Source Decentralized Medical Image Classification. 5596-5607 - Junzhong Ji
, Junwei Li:
Deep Forest With Multi-Channel Message Passing and Neighborhood Aggregation Mechanisms for Brain Network Classification. 5608-5618 - Zhixun Zhou
, Fangfang Gou
, Yanlin Tan, Jia Wu
:
A Cascaded Multi-Stage Framework for Automatic Detection and Segmentation of Pulmonary Nodules in Developing Countries. 5619-5630 - Bin Yan, Mingtao Pei
, Meng Zhao
, Caifeng Shan
, Zhaoxing Tian:
Prior Guided Transformer for Accurate Radiology Reports Generation. 5631-5640 - Qinrui Ling
, Aiping Liu
, Yu Li
, Xueyang Fu
, Xun Chen
, Martin J. McKeown
, Feng Wu:
A Joint Constrained CCA Model for Network-Dependent Brain Subregion Parcellation. 5641-5652 - Minwook Choi
, Minyeong Jang
, Seung-Schik Yoo, Gunwoo Noh
, Kyungho Yoon
:
Deep Neural Network for Navigation of a Single-Element Transducer During Transcranial Focused Ultrasound Therapy: Proof of Concept. 5653-5664 - Yuanchen Wu, Yuan Zhou, Weiming Zeng
, Qian Qian, Miao Song
:
An Attention-Based 3D CNN With Multi-Scale Integration Block for Alzheimer's Disease Classification. 5665-5673 - Jianda Han
, Jiewei Lu, Jianeng Lin, Song Zhang
, Ningbo Yu
:
A Functional Region Decomposition Method to Enhance fNIRS Classification of Mental States. 5674-5683 - Chaoxun Guo, Zhixing Jiang, David Zhang
:
Multi-Feature Complementary Learning for Diabetes Mellitus Detection Using Pulse Signals. 5684-5694 - Bahareh Ansari
, Shichao Du
:
Investigating User-Generated Content in an Online Drug Recovery Forum: Lessons for Successful Computer-Mediated Communication of Social Support. 5695-5703 - Bing-Jhang Lin
, Yi-Ting Lin
, Chen-Chung Liu
, Lue-En Lee
, Chih-Yuan Chuang
, An-Sheng Liu
, Shu-Hui Hung, Li-Chen Fu
:
Mental Status Detection for Schizophrenia Patients via Deep Visual Perception. 5704-5715 - Jing Teng
, Honglei Zhang
, Wuyi Liu, Xiao-Ou Shu
, Fei Ye
:
A Dynamic Bayesian Model for Breast Cancer Survival Prediction. 5716-5727 - Roshan Tourani
, Sisi Ma, Michael Usher, György J. Simon:
Robust Methods for Quantifying the Effect of a Continuous Exposure From Observational Data. 5728-5737 - Chuan-Yuan Wang
, Shiyu Xu, Zhi-Ping Liu
:
Evaluating Gene Regulatory Network Activity From Dynamic Expression Data by Regularized Constraint Programming. 5738-5749 - Javier Díaz Alonso, Francisco Abad Navarro
, María Eugenia de la Morena-Barrio
, Javier Corral, Jesualdo Tomás Fernández-Breis
:
Using Machine Learning for Predicting the Effect of Mutations in the Initiation Codon. 5750-5756 - Xinliang Sun
, Bei Wang
, Jie Zhang
, Min Li
:
Partner-Specific Drug Repositioning Approach Based on Graph Convolutional Network. 5757-5765
Volume 26, Number 12, December 2022
- Chinmay Chakraborty
, Mohammad Reza Khosravi, Syed Hassan Ahmed
, Joel J. P. C. Rodrigues
:
Guest Editorial AIoMT-Enabled Medical Sensors for Remote Patient Monitoring and Body-Area Interfacing: Design and Implementation, Practical Use, and Real Measurements and Patient Monitoring. 5769-5771 - Jiarong Chen
, Yingfang Zheng
, Yingshan Liang
, Zehui Zhan, Mingzhe Jiang
, Xianbin Zhang, Daniel Santos da Silva
, Wanqing Wu
, Victor Hugo C. de Albuquerque
:
Edge2Analysis: A Novel AIoT Platform for Atrial Fibrillation Recognition and Detection. 5772-5782 - Hui Zhang, Junxin Chen
, Leo Yu Zhang
, Chong Fu
, Raffaele Gravina
, Giancarlo Fortino
, Zhihan Lv
:
Low-Cost and Confidential ECG Acquisition Framework Using Compressed Sensing and Chaotic Systems for Wireless Body Area Network. 5783-5792 - Sajid Ali, Shaker H. Ali El-Sappagh, Farman Ali
, Muhammad Imran, Tamer Abuhmed
:
Multitask Deep Learning for Cost-Effective Prediction of Patient's Length of Stay and Readmission State Using Multimodal Physical Activity Sensory Data. 5793-5804 - Mahmuda Akter, Nour Moustafa
, Timothy M. Lynar
, Imran Razzak
:
Edge Intelligence: Federated Learning-Based Privacy Protection Framework for Smart Healthcare Systems. 5805-5816 - Zhiwei Guo
, Yu Shen
, Shaohua Wan, Wen-Long Shang
, Keping Yu
:
Hybrid Intelligence-Driven Medical Image Recognition for Remote Patient Diagnosis in Internet of Medical Things. 5817-5828 - Jiefan Qiu
, Xinlei Yan, Wei Wang
, Wei Wei
, Kai Fang
:
Skeleton-Based Abnormal Behavior Detection Using Secure Partitioned Convolutional Neural Network Model. 5829-5840 - Shiliang Shao
, Guangjie Han
, Ting Wang, Chunhe Song
, Chen Yao, Jianxia Hou
:
Obstructive Sleep Apnea Detection Scheme Based on Manually Generated Features and Parallel Heterogeneous Deep Learning Model Under IoMT. 5841-5850 - Atonu Ghosh
, Ruelia Saha
, Sudip Misra
:
Persistent Service Provisioning Framework for IoMT Based Emergency Mobile Healthcare Units. 5851-5858 - Qing Su, Enhai Ou
, Yuping Sun
, Chunyan Lv
, Guobo Xie, Haoqing Wang, Honglin Huang:
SimH: A Novel Representation Learning Model With Activation and Projection Mechanisms for COVID-19 Knowledge Bases. 5859-5869 - Yihang Wang, Chunjuan Jiang, Youqing Wu, Tianxu Lv, Heng Sun, Yuan Liu, Lihua Li
, Xiang Pan
:
Semantic-Powered Explainable Model-Free Few-Shot Learning Scheme of Diagnosing COVID-19 on Chest X-Ray. 5870-5882 - Xiangyu Wang
, Yuan Li
, Taiyu Ban
, Jiarun Zhu, Lyuzhou Chen
, Muhammad Usman
, Xin Wang, Huanhuan Chen
, Xiaomei Chen, Cyril Leung
, Chunyan Miao
:
Dynamic Link Prediction for Discovery of New Impactful COVID-19 Research Approaches. 5883-5894 - Longbin Zhang
, Xueyu Zhu
, Elena M. Gutierrez-Farewik
, Ruoli Wang
:
Ankle Joint Torque Prediction Using an NMS Solver Informed-ANN Model and Transfer Learning. 5895-5906 - Yiming Zhang
, Xianglin Ren
, Xiao Liang, Xuesong Ye
, Congcong Zhou
:
A Refined Blood Pressure Estimation Model Based on Single Channel Photoplethysmography. 5907-5917 - Nabil Sabor
, Garas Gendy
, Hazem Mohammed
, Guoxing Wang
, Yong Lian
:
Robust Arrhythmia Classification Based on QRS Detection and a Compact 1D-CNN for Wearable ECG Devices. 5918-5929 - Alejandro Pascual-Valdunciel
, Víctor Lopo-Martínez
, Rafael Sendra-Arranz
, Miguel González-Sánchez
, Javier Ricardo Pérez-Sánchez
, Francisco Grandas, Diego Torricelli
, Juan C. Moreno
, Filipe Oliveira Barroso
, José Luis Pons, Álvaro Gutiérrez:
Prediction of Pathological Tremor Signals Using Long Short-Term Memory Neural Networks. 5930-5941 - Cederick Landry
, Eric T. Hedge
, Richard Lee Hughson
, Sean D. Peterson
, Arash Arami
:
Cuffless Blood Pressure Estimation During Moderate- and Heavy-Intensity Exercise Using Wearable ECG and PPG. 5942-5952 - Nick Coronato, Donald E. Brown
, Yash Sharma, Ronen Bar-Yoseph
, Shlomit Radom-Aizik, Dan M. Cooper:
Functional Data Analysis for Predicting Pediatric Failure to Complete Ten Brief Exercise Bouts. 5953-5963 - Zhunan Li, Enwei Zhu
, Ming Jin
, Cunhang Fan, Huiguang He
, Ting Cai
, Jinpeng Li
:
Dynamic Domain Adaptation for Class-Aware Cross-Subject and Cross-Session EEG Emotion Recognition. 5964-5973 - Alessandro Mengarelli
, Andrea Tigrini
, Sandro Fioretti
, Federica Verdini
:
Identification of Neurodegenerative Diseases From Gait Rhythm Through Time Domain and Time-Dependent Spectral Descriptors. 5974-5982 - Dolores Blanco-Almazán
, Willemijn Groenendaal, Lien Lijnen, Rana Önder, Christophe Smeets, David Ruttens, Francky Catthoor, Raimon Jané
:
Breathing Pattern Estimation Using Wearable Bioimpedance for Assessing COPD Severity. 5983-5991 - Eedara Prabhakararao
, Samarendra Dandapat
:
Atrial Fibrillation Burden Estimation Using Multi-Task Deep Convolutional Neural Network. 5992-6002 - Ping-Ju Lin
, Xiaoxue Zhai, Wei Li
, Tianyi Li, Dandan Cheng, Chong Li
, Yu Pan
, Linhong Ji
:
A Transferable Deep Learning Prognosis Model for Predicting Stroke Patients' Recovery in Different Rehabilitation Trainings. 6003-6011 - Yi-Feng Chen
, Ruiqi Fu
, Junde Wu
, Jongbin Song, Rui Ma
, Yichuan Jiang
, Mingming Zhang
:
Continuous Bimanual Trajectory Decoding of Coordinated Movement From EEG Signals. 6012-6023 - Virgilio Kmetzsch
, Emmanuelle Becker, Dario Saracino
, Daisy Rinaldi, Agnès Camuzat, Isabelle Le Ber, Olivier Colliot
:
Disease Progression Score Estimation From Multimodal Imaging and MicroRNA Data Using Supervised Variational Autoencoders. 6024-6035 - Tijana Sustersic
, Vesna Rankovic
, Vladimir M. Milovanovic
, Vojin Kovacevic
, Lukas Rasulic, Nenad Filipovic
:
A Deep Learning Model for Automatic Detection and Classification of Disc Herniation in Magnetic Resonance Images. 6036-6046 - Eryan Feng
, Pinle Qin
, Rui Chai, Jianchao Zeng
, Qi Wang, Yanfeng Meng, Peng Wang:
MRI Generated From CT for Acute Ischemic Stroke Combining Radiomics and Generative Adversarial Networks. 6047-6057 - Ling Chen
, Qixing Feng, Xi Yin, Xiangde Min
, Lei Shi, Defu Yang
, Yen-Wei Chen
, Daoqiang Zhang
, Wentao Zhu
:
A Graph Convolutional Multiple Instance Learning on a Hypersphere Manifold Approach for Diagnosing Chronic Obstructive Pulmonary Disease in CT Images. 6058-6069 - Jong Hak Moon
, Hyungyung Lee
, Woncheol Shin
, Young-Hak Kim
, Edward Choi
:
Multi-Modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-Training. 6070-6080 - G. Jignesh Chowdary
, Vivek Kanhangad
:
A Dual-Branch Network for Diagnosis of Thorax Diseases From Chest X-Rays. 6081-6092 - Kwang-Hyun Uhm
, Seung-Won Jung
, Moon Hyung Choi, Sung-Hoo Hong, Sung-Jea Ko
:
A Unified Multi-Phase CT Synthesis and Classification Framework for Kidney Cancer Diagnosis With Incomplete Data. 6093-6104 - Wufeng Xue
, Heng Cao, Junqiang Ma, Ti Bai
, Tianfu Wang
, Dong Ni
:
Improved Segmentation of Echocardiography With Orientation-Congruency of Optical Flow and Motion-Enhanced Segmentation. 6105-6115 - Tarique Anwar
, Matthew Fuller-Tyszkiewicz, Hannah K. Jarman
, Mohammad Abuhassan
, Adrian Shatte, WIRED Team, Suku Sukunesan:
EDBase: Generating a Lexicon Base for Eating Disorders Via Social Media. 6116-6125 - Chetanya Puri
, Gerben Kooijman, Bart Vanrumste
, Stijn Luca
:
Forecasting Time Series in Healthcare With Gaussian Processes and Dynamic Time Warping Based Subset Selection. 6126-6137 - Deyu Zhang
, Siyu Liu
, Jian Zhang, Guoqi Li, Dingjie Suo, Tiantian Liu
, Jiawei Luo, Zhiyuan Ming, Jinglong Wu, Tianyi Yan
:
Brain-Controlled 2D Navigation Robot Based on a Spatial Gradient Controller and Predictive Environmental Coordinator. 6138-6149 - Byungjo Lee
, Min Kyoung Shin
, Taegun Kim
, Yu Jeong Shim
, Jong Wha J. Joo
, Jung-Suk Sung
, Wonhee Jang
:
Prediction Models for Identifying Ion Channel-Modulating Peptides via Knowledge Transfer Approaches. 6150-6160
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